Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico

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Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
Theory: Particle Cosmology
87th PRC meeting, 21 May 2019

                                Filippo Sala
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
People - Staff

      ★   Wilfried Buchmüller (honorary member)
      ★   Valerie Domcke (5yrs)
      ★   Thomas Konstandin
      ★   Rafael Porto* (Zeuthen, but located in Hamburg)
      ★   Andreas Ringwald
      ★   Filippo Sala (5yrs)
      ★   Geraldine Servant
      ★   Alexander Westphal*
                                                      *External fundings: 2 ERC consolidator grants
PRC meeting 5/2019 | Theoretical physics: cosmology            Filippo Sala                           !1
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
People - Staff

      ★   Wilfried Buchmüller (honorary member)
      ★   Valerie Domcke (5yrs)                           Offered 6 year CERN-EPFL staff position
                                                                      (starting date negotiated to May 2020)
      ★   Thomas Konstandin
      ★   Rafael Porto* (Zeuthen, but located in Hamburg)
      ★   Andreas Ringwald
      ★   Filippo Sala (5yrs)                             Ranked 1st in CNRS section02 competition
                                                                              (starting date etc to be negotiated)
      ★   Geraldine Servant
      ★   Alexander Westphal*
                                                      *External fundings: 2 ERC consolidator grants
PRC meeting 5/2019 | Theoretical physics: cosmology            Filippo Sala                                          !1
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
People - Postdocs/Students/Other

                                                                                                + more later

 ★   Federico Carta*                                               ★    Felix Giese
 ★   Luca Di Luzio*(arrives Fall 2019)                             ★    Yann Gouttenoire
 ★   Yohei Ema*                                                    ★    Jakob Moritz*
 ★   Nayara Fonseca                                                ★    Henrique Rubira
 ★   Ryusuke Jinno*                                                ★    Peera Simachakorn
 ★   Enrico Morgante                                               ★    Stefan Sanders
 ★   Kyohei Mukaida*
 ★   Ryosuke Sato
                                                      ★   Prof. Jorge Gamboa (Humboldt visitor Apr-July 2019)
 ★   Yvette Welling*

                    *External fundings (partial or all) - japanese JSPS fellowships, ERC, Marie Curie

PRC meeting 5/2019 | Theoretical physics: cosmology                    Filippo Sala                        !2
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
External Fundings and Networks
★ Excellence Cluster (participation to “Quantum Universe” proposal)
★   ERC consolidator grant “Stringflation” (Alexander)
★   ERC consolidator grant “LHCtoLISA” (Rafael, Zeuthen but located in Hamburg)
★   Cost European Network “Fundamental Connections”

★   Invisibles-Plus RISE and Elusives European ITN Network
            (Horizon2020 projects, University of Goettingen-DESY node)

★   PIER Seed project funding (Filippo&Geraldine)
    “Dark Matter at 10 TeV and beyond, a new goal for cosmic-ray experiments”

★   Nordic Network of Dark Matter (Thomas, funds Danish Research Council)
★   Member of ANTARES collaboration (Filippo, observer status)

PRC meeting 5/2019 | Theoretical physics: cosmology   Filippo Sala                !3
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
Event Organisation (since 2018)                                                         PARTICLE PHYSICS
                                                                                        CHALLENGESª
Local                                                                                   DESY Theory Workshop
                                                                                        25 - 28 September 2018
                                                                                        Hamburg, Germany

★    6 Apr 2018 - Gravitational Waves: windows of opportunities                         Plenary Talks
                                                                                        U. Blumenschein (London)
                                                                                        N. Craig (Santa Barbara)
                                                                                        M. Czakon (Aachen)
                                                                                                                                      J. Kopp (Mainz)
                                                                                                                                      F. Maltoni (Louvain)
                                                                                                                                      T. Mannel (Siegen)
                                                                                                                                                             M. Pospelov (Perimeter)
                                                                                                                                                             J. Rademacker (Bristol)
                                                                                                                                                             M. Schmaltz (Boston)
                                                                                                                                                                                        L. Tancredi (CERN)
                                                                                                                                                                                        A. Urbano (Trieste)
                                                                                                                                                                                        C. Vallée (Marseille & DESY)
                                                                                        A. Denner (Würzburg)                          F. Moortgat (CERN)     K. Schmidt-Hoberg (DESY)   L. Verde (Barcelona)
                                                                                        A. Eichhorn (Heidelberg)                      I. Moult (Berkeley)    M. Spannowsky (Durham)     L.-T. Wang (Chicago)

                                                                                        DESY Heinrich-Hertz Lecture on Physics                                                          27 September 2018

★    18-22 Jun 2018 - 14th Patras Axion-WIMP workshop
                                                                                        George Sterman (Stony Brook University)

                                                                                        Parallel Sessions
                                                                                        Contributions by young researchers are especially encouraged.
                                                                                        Deadline for abstract submission in early July 2018
                                                                                        ªStrings & Mathematical Physics: O. Schlotterer (Potsdam & Perimeter Inst.), E. Pomoni (DESY)

                                                           e−γ
                                                                                        ªCosmology & Astroparticle Physics: F. Kahlhoefer (Aachen), V. Domcke (DESY)
                                                                                        ªParticle Phenomenology: S. Gieseke (Karlsruhe), M. Bauer (Heidelberg)

★    21-23 Aug 2018 - Probing strong-field QED in                        interactions   ORGANIZING COMMITTEE:
                                                                                        K. Borras, C. Grojean, B. Heinemann,
                                                                                        G. Heinrich, G. Hiller, J. Jäckel, M. Krämer (Chair),
                                                                                        A. Kulesza, P. Marquard, G. Moortgat-Pick,
                                                                                        S. Schumann, P. Schwaller,
                                                                                        T. Schwetz-Mangold, F. Tackmann

                                                                                        http://th-workshop2018.desy.de
★    25-28 Sep 2018 - DESY theory workshop
                                                                                        Accelerators | Photon Science | Particle Physics

                                                                                        Deutsches Elektronen-Synchrotron
                                                                                        A Research Centre of the Helmholtz Association

★    19-20 Mar 2019 - Quantum Universe Kickoff meeting

External
★    14-18 May 2018, CERN
     Primordial vs Astrophysical origin of Black Holes
★    9-21 July 2018, Corsica, Cargese Summer School

★    7-13 April 2019, Benasque, Light Scalars Workshop

★    10-21 June 2019, ICTP Trieste, Particle Physics summer school

★    7-12 July 2019, Valencia, GR22
    PRC meeting 5/2019 | Theoretical physics: cosmology   Filippo Sala                                                                                                                                        !4
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
Lectures and Teaching (since 2018)
★   Summer semester 2018, Uni. Hamburg, Theoretical Cosmology course [Servant+Westphal]

★   Summer semester 2018, DESY, “Workshop Seminar” on Flavour Physics, 11 lectures

★   June 2018, Erice, “Erice international school of science journalism”, 1 lecture [Servant]

★   July 2018, Mainz, “MITP Summer School 2018”, 4 lectures [Domcke]

★   July 2018, Trieste, “Jennifer summer school on particle physics and detectors”, 2 lectures [Sala]

★   Winter semester 2018, DESY, “Workshop Seminar” on Hot Topics in QFT&String theory, 12 lectures

★   Summer semester 2019, DESY, “Workshop Seminar” on Semiclassical objects in QFT, 11 lectures

★   Summer semester 2019, Uni. Hamburg, Theoretical Cosmology course [Domcke+Servant]

★   August 2019, Ljubljana, Summer School, 2 lectures + 2 tutorings [Sala+Gouttenoire]

     PRC meeting 5/2019 | Theoretical physics: cosmology   Filippo Sala                                 !5
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
Research: The Big Picture

                                        We work to understand:                   Our lab:
                                          ★   Dark Matter
                                          ★   Baryon Asymmetry
                                          ★   Neutrino Oscillations
                                          ★   Quantum Gravity
                                          ★   Inflation
                                          ★   Dark Energy
                                          ★   EW symmetry breaking
                                          ★   Strong CP problem
                                          ★   Origin of SM flavour
                                          ★   ….

PRC meeting 5/2019 | Theoretical physics: cosmology               Filippo Sala              !6
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
SMASH
    Self-contained and consistent description of particle physics and cosmology

SMASH
•    Added to Standard Model (SM) singlet complex
     scalar field featuring spontaneously broken Peccei-                                      BRF

                                                                                       ADMX
                                                                                                                           IAXO

                                                                                                    ADMX3 + X3
     Quinn symmetry, a vector-like quark, and three                                                              MADMAX
                                                                                                                 ORPHEUS

     right-handed singlet (sterile) neutrinos
                                                                                       ADMX2
•    Model solves several problems of particle physics                                              CULTASK

     and cosmology in one stroke:                                              -
                                                                                   -            -                    -        -
                                                                                                                                       -

     • Inflation (non-minimal chaotic PQ/H field inflation)
     • Baryogenesis (leptogenesis)
     • Dark matter (axion)
     • Strong CP problem (axion)
     • Neutrino masses and mixing (seesaw)

[Ballesteros,Redondo,Ringwald,Tamarit 1608.05414; 1610.01639]

     PRC meeting 5/2019 | Theoretical physics: cosmology        Filippo Sala                                                      !7
Theory: Particle Cosmology - Filippo Sala 87th PRC meeting, 21 May 2019 - DESY Indico
GUT SMASH
    Self-contained and consistent description of particle physics and cosmology

  Non-SUSY GUT SMASH
  • Non-SUSY                     and
    models addressing both neutrino masses
    and gauge coupling unification predict
    axion mass in window accessible in axion
    DM direct detection                                                                   CASPEr-Electric
  • Intriguing possibility that Higgs field
    required for GUT breaking may be
    responsible for inflation

                                                                            [Ernst 18; CASPEr prospects from Kimball et al. 17]

[Ernst,Ringwald,Tamarit 1801.04906; Di Luzio,Ringwald,Tamarit 1807.09769]

      PRC meeting 5/2019 | Theoretical physics: cosmology               Filippo Sala                                              !8
Flavour-Electroweak symmetry
                breaking cosmological interplay
● Effect of varying Yukawas on EW phase transition
                                                      Baldes, Konstandin, Servant, 1604.04526
● Implementation in Froggatt-Nielsen
                                                      Baldes, Konstandin, Servant, 1608.03254
● Natural realisation of Yukawa variation in Randall-Sundrum
                                                        Von Harling, Servant, 1612.02447
● Calculation of baryon asymmetry in models of variable Yukawas
                                                        Bruggisser, Konstandin, Servant, 1706.08534

● Outcome in composite Higgs models                              Bruggisser, VonHarling, Matsedonskyi,
                                                                  Servant, 1803.08546 & 1804.07314
● High scale EW phase transition                              Baldes, Servant, 1807.08770
PRC meeting 5/2019 | Theoretical physics: cosmology         Filippo Sala                          !9
Cosmological relaxation
                                                                 of the electroweak scale
    ● UV completion in Randall-Sundrum type of models
                                                           Fonseca, Von Harling, De Lima, Machado, 1712.07635
    ●           Higgs relaxation after inflation                      Fonseca, Morgante, Servant, 1805.04543

    ●            Relaxation dark matter                                       Fonseca, Morgante, 1809.04534

n
         V( )

l Evolution after inflation
           t=0

                      t=t                       c

                        B. Low Temperature

                                                     Inflation
                                    c   = ⇤/g 0 : µh = 0

                          Most of its energy is transferred
            Figure 1. Sketch of the relaxion field evolution.
        PRC meeting 5/2019 | Theoretical physics: cosmology
                                                        Filippo Sala                                       !10
GW spectra from fluid models
Predictions of gravitational waves
from cosmological phase transitions
often rely on hydrodynamic lattice
simulations.

These simulations are limited by
grid resolutions and time scales.

Semi-analytic models can assess
these regimes. They are based on
energy considerations and fluid
modelling from the simulations.

                                                          [TK ’17]

PRC meeting 5/2019 | Theoretical physics: cosmology   Filippo Sala   !11
als
                                                                                                          0.25                           Planck TT+lowP+lensing+ext
                                                                                                                                                     Planck TT+lowP        the

               test string theory
                                                                                                                                                               +BK14
                                                                                                                                               Planck TT+lowP+BKP
                                                                                                                                                         +lensing+ext

                                                                                                                            N=
                                                                                                                    N=

                                                                                                                              60
              with inflation & CMB
                                                                                                          0.20

                                                                                                                       50
                                                                                                                                                             2
                                                                                                                                     2
                                                                                                                                                  • V

                                                                                             r =r T /S
                                                                                                          0.15
                                                                                                                   Co

                                                                                                  0.002
                                                                                                                      nv
                                                                                                                   Co ex
                                                                                                                     nc
                                                                                                                        ave                         • V

                                                                                                                                                    strings!
                                                                                                          0.10

                                                                                                                                                                    2/3
                                                                                                          0.05                                           • V /

                                                                                                          0.00
                                                                                                                 0.95         0.96        0.97    0.98     0.99     1.00

                                                                                                                                         ns  ns

                   Fig. 21. Left: Constraints on the tensor-to-scalar ratio r0.002 in the ⇤CDM model, using Planck TT+lowP and Planck
                   TT+lowP+lensing+BAO+JLA+H0 (red and blue, respectively) assuming                   negligible running
                                                                                          FIG. 7. Constraints       in the and
                                                                                                                                     cosmological CMB data
                                                                                                                              r vs.the
                                                                                                                                     nsinflationary
                                                                                                                                        plane whenconsistency
                                                                                                                                                      using Planck rela-
                   tion. The result is model-dependent; for example, the grey contours       show
                                                                                          plus       how the results
                                                                                                  additional           change
                                                                                                               data, and     whenif there
                                                                                                                                     also were  additional
                                                                                                                                           adding           relativistic
                                                                                                                                                    BICEP2/Keck
                   degrees of freedom with Ne↵ = 0.39 (disfavoured, but not excluded,              by Planck).
                                                                                          data through           Dotted
                                                                                                            the end  of thelines
                                                                                                                             2014show    loci
                                                                                                                                    season     of approximately
                                                                                                                                            including  new 95 GHz  con-
                                                                                p
                   stant e-folding number N, assuming simple V / ( /mPl ) single-field           inflation.
                                                                                          maps—the           Solid lines
                                                                                                          constraint    onshow    the approximate
                                                                                                                             r tightens    from r0.05ns –r
                                                                                                                                                         < relation
                                                                                                                                                            0.12 tofor
                   quadratic and linear potentials to first order in slow roll; red lines rshow    the approximate allowed range assuming 50 < N < 60 and
                                                                                            0.05 < 0.07. This figure is adapted from Fig. 21 of Ref. [2]—
                   a power-law potential for the duration of inflation. The solid blacksee   line  (corresponding    to a linear potential) separates concave and
                                                                                           the string theory landscape:
                                                                                                there  for further details.
                   convex potentials. Right: Equivalent constraints in the ⇤CDM model when adding B-mode polarization results corresponding to the
                   default configuration of the BICEP2/Keck Array+Planck (BKP) likelihood. These exclude the quadratic potential at a higher level
                   of significance compared to the Planck-alone constraints.       many isolated vacua, connected by tunneling
                                                                                      some mountain slopes drive inflation
                                                                                                  ⇤
                   limited by cosmic variance of the dominant scalar anisotropies,              from  tensor modes. The constraints shown by the blue contours [13
                                                                                                    jmkovac@cfa.harvard.edu
                                                                                                  †
                   and it is also model dependent. In polarization, in addition to B-           in Fig. 21, which add Planck lensing, BAO, and other astrophys-
                                                                                                    pryke@physics.umn.edu
                   modes, the EE and T E spectra also contain a signal from tensor              icalA.
                                                                                                [1]  data, are therefore
                                                                                                        A. Penzias and R. tighter in the nAstrophys.
                                                                                                                             W. Wilson,   s direction and shifted to
                                                                                                                                                      J. 142, 419    [14
                   modes coming from reionization and last scattering. However,                 slightly higher values, but marginally weaker in the r-direction.
                                                                                                    (1965).
                   in this release the addition of Planck polarization constraints at           [2] Planck  Collaboration
                                                                                                The 95 % limits              2015 XIII, ArXiv e-prints (2015),
                                                                                                                  on r0.002 are                                      [15
                   ` 30 do not significantly change the results from temperature                  arXiv:1502.01589.                                               [16
                                          string theory’s 6 compact dimensions:
                   and low-` polarization (see Table 5).                                      r0.002
                                                                                              [3]       0.10, Planckand
                                                                                                  M.
als
                                                                                                          0.25                           Planck TT+lowP+lensing+ext
                                                                                                                                                     Planck TT+lowP        the

               test string theory
                                                                                                                                                               +BK14
                                                                                                                                               Planck TT+lowP+BKP
                                                                                                                                                         +lensing+ext

                                                                                                                            N=
                                                                                                                    N=

                                                                                                                              60
              with inflation & CMB
                                                                                                          0.20

                                                                                                                       50
                                                                                                                                                             2
                                                                                                                                     2
                                                                                                                                                  • V

                                                                                             r =r T /S
                                                                                                          0.15
                                                                                                                   Co

                                                                                                  0.002
                                                                                                                      nv
                                                                                                                   Co ex
                                                                                                                     nc
                                                                                                                        ave                         • V

                                                                                                                                                    strings!
                                                                                                          0.10

                                                                                                                                                                    2/3
                                                                                                          0.05                                           • V /

                                                                                                          0.00
                                                                                                                 0.95         0.96        0.97    0.98     0.99     1.00

                                                                                                                                         ns  ns

                   Fig. 21. Left: Constraints on the tensor-to-scalar ratio r0.002 in the ⇤CDM model, using Planck TT+lowP and Planck
                   TT+lowP+lensing+BAO+JLA+H0 (red and blue, respectively) assuming                   negligible running
                                                                                          FIG. 7. Constraints       in the and
                                                                                                                                     cosmological CMB data
                                                                                                                              r vs.the
                                                                                                                                     nsinflationary
                                                                                                                                        plane whenconsistency
                                                                                                                                                      using Planck rela-
                   tion. The result is model-dependent; for example, the grey contours       show
                                                                                          plus       how the results
                                                                                                  additional           change
                                                                                                               data, and     whenif there
                                                                                                                                     also were  additional
                                                                                                                                           adding           relativistic
                                                                                                                                                    BICEP2/Keck
                   degrees of freedom with Ne↵ = 0.39 (disfavoured, but not excluded,              by Planck).
                                                                                          data through           Dotted
                                                                                                            the end  of thelines
                                                                                                                             2014show    loci
                                                                                                                                    season     of approximately
                                                                                                                                            including  new 95 GHz  con-
                                                                                p
                   stant e-folding number N, assuming simple V / ( /mPl ) single-field           inflation.
                                                                                          maps—the           Solid lines
                                                                                                          constraint    onshow    the approximate
                                                                                                                             r tightens    from r0.05ns –r
                                                                                                                                                         < relation
                                                                                                                                                            0.12 tofor
                   quadratic and linear potentials to first order in slow roll; red lines rshow    the approximate allowed range assuming 50 < N < 60 and
                                                                                            0.05 < 0.07. This figure is adapted from Fig. 21 of Ref. [2]—
                   a power-law potential for the duration of inflation. The solid blacksee   line  (corresponding
                                                                                                there                to a linear potential) separates concave and
                                                                                                       for further details.

                                                                                                      moduli & axions:
                   convex potentials. Right: Equivalent constraints in the ⇤CDM model when adding B-mode polarization results corresponding to the
                   default configuration of the BICEP2/Keck Array+Planck (BKP) likelihood. These exclude the quadratic potential at a higher level
                   of significance compared to the Planck-alone constraints.

                   limited by cosmic variance of the dominant scalar anisotropies,
                                                                                                   ⇤
                                                                                                      light         scalars               …
                                                                                                from tensor modes. The constraints shown by the blue contours
                                                                                                  jmkovac@cfa.harvard.edu                                                  [13
                                                                                                   †
                   and it is also model dependent. In polarization, in addition to B-         in Fig. 21, which add Planck lensing, BAO, and other astrophys-
                                                                                                  pryke@physics.umn.edu
                   modes, the EE and T E spectra also contain a signal from tensor            icalA.
                                                                                              [1]  data,  are therefore
                                                                                                      A. Penzias  and R. tighter in the nAstrophys.
                                                                                                                            W. Wilson,    s direction and shifted to
                                                                                                                                                      J. 142, 419          [14
                   modes coming from reionization and last scattering. However,               slightly higher values, but marginally weaker in the r-direction.
                                                                                                  (1965).
                   in this release the addition of Planck polarization constraints at         [2] Planck   Collaboration
                                                                                              The 95 % limits               2015 XIII, ArXiv e-prints (2015),
                                                                                                                 on r0.002 are                                             [15
                   ` 30 do not significantly change the results from temperature                  arXiv:1502.01589.                                                        [16
                                          string theory’s 6 compact dimensions:
                   and low-` polarization (see Table 5).                                      r0.002
                                                                                              [3]       0.10, Planckand
                                                                                                  M.
machine learning for axion monodromy inflation
                     Steps:
                     1. Identify relevant scales (class of models)
                     2. Learn the mapping from parameters                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          µ        p       …
                     uii to observables                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             …
                     3. Study how predictions change according
                     fiff to prior choice                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ns

                     Use numerical methods developed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              ✓ ◆2 !p/2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          3
                     in previous work to generate a                 L=
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           (@ )2   V0 4 1 +               15 +   Vp,np
                     large sample assuming                          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
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         2                      µ

                      µ ⇠ U(0.1, 1) p ⇠ U(0.1, 2)

     • Take a random draw of µ and p
     • Solve background equations of motion
     • Solve equations of motion for the
       perturbations and compute ns
     • Repeat many times
     • Use machine learning to get ns (µ, p)

Dias, Frazer, Mulryne, Seery: Implementations in C++, Python and Mathematica public at https://transportmethod.com
     PRC meeting 5/2019 | Theoretical physics: cosmology          Filippo Sala                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    !13
machine learning for axion monodromy inflation
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 [Dias, Frazer & AW ’18]
                     Steps:
                     1. Identify relevant scales (class of models)
                     2. Learn the mapping from parameters                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           µ        p       …
                     uii to observables                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              …
                     3. Study how predictions change according
                     fiff to prior choice                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               ns

                     Use numerical methods developed                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               ✓ ◆2 !p/2
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              3
                     in previous work to generate a                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              L=
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      1
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        (@ )2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       V0 4 1 +                 15 +    Vp,np
                     large sample assuming                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       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
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          µ

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       µ ⇠ U(0.1, 1) p ⇠ U(0.1, 2)

                      AAACA3icdVDLSsNAFJ3UV62PRl26GSyCi1KSNLR1V9SFywr2AW0ok+m0HTqZhJlJsYQu/Qq3unInbv0QF/6Lk7aCih64cDjnXu69x48Ylcqy3o3M2vrG5lZ2O7ezu7efNw8OWzKMBSZNHLJQdHwkCaOcNBVVjHQiQVDgM9L2J5ep354SIWnIb9UsIl6ARpwOKUZKS30z37siTCHY6ie8yKN53yxYpfNaxXEr0CpZVtV27JQ4VbfsQlsrKQpghUbf/OgNQhwHhCvMkJRd24qUlyChKGZknuvFkkQIT9CIdDXlKCCyOJjSSC6ol9wtnpjDU+0O4DAUuriCC/X7dIICKWeBrzsDpMbyt5eKf3ndWA1rXkJ5FCvC8XLRMGZQhTBNBA6oIFixmSYIC6rvhniMBMJK56bz+Hoa/k9aTskul5wbt1C/WCWTBcfgBJwBG1RBHVyDBmgCDGLwAB7Bk3FvPBsvxuuyNWOsZo7ADxhvn+rEmCg=
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Vn,np : full model — 12 parameters !
     • Take a random draw of µ and p
     • Solve background equations of motion
     • Solve equations of motion for the
       perturbations and compute ns
     • Repeat many times
     • Use machine learning to get ns (µ, p) lower bound r & 0.015
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   µ
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          AAACAHicdVDLSsNAFJ34rPVVdelmsAguJCRpbOuu6MZlBfuANpbJdNIOnUzCzKRYQjd+hVtduRO3/okL/8VJW0FFD1w4nHMv997jx4xKZVnvxtLyyuraem4jv7m1vbNb2NtvyigRmDRwxCLR9pEkjHLSUFQx0o4FQaHPSMsfXWZ+a0yEpBG/UZOYeCEacBpQjJSWbkV3oLQZQsu07LNeoWiZ59Wy45YzwarYjp0Rp+KWXGhrJUMRLFDvFT66/QgnIeEKMyRlx7Zi5aVIKIoZmea7iSQxwiM0IB1NOQqJPO2PaSxn1EvvZh9M4bF2+zCIhC6u4Ez9Pp2iUMpJ6OvOEKmh/O1l4l9eJ1FB1UspjxNFOJ4vChIGVQSzOGCfCoIVm2iCsKD6boiHSCCsdGg6j6+n4f+k6Zh2yXSu3WLtYpFMDhyCI3ACbFABNXAF6qABMBDgATyCJ+PeeDZejNd565KxmDkAP2C8fQKdN5ba

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        independent of                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             AAAB9XicdVDLSsNAFJ3UV62vqks3g0VwISFJQ1t3RTcuK9oHtKFMJpN26EwSZibVUvoJbnXlTtz6PS78FydtBRU9cOFwzr3ce4+fMCqVZb0buZXVtfWN/GZha3tnd6+4f9CScSowaeKYxaLjI0kYjUhTUcVIJxEEcZ+Rtj+6zPz2mAhJ4+hWTRLicTSIaEgxUlq66fG0XyxZ5nmt4rgVaJmWVbUdOyNO1S270NZKhhJYotEvfvSCGKecRAozJGXXthLlTZFQFDMyK/RSSRKER2hAuppGiBN5FoxpIufUm97Pz57BE+0GMIyFrkjBufp9eoq4lBPu606O1FD+9jLxL6+bqrDmTWmUpIpEeLEoTBlUMcwygAEVBCs20QRhQfXdEA+RQFjppHQeX0/D/0nLMe2y6Vy7pfrFMpk8OALH4BTYoArq4Ao0QBNgMAAP4BE8GXfGs/FivC5ac8Zy5hD8gPH2Cd0dkzI=

Dias, Frazer, Mulryne, Seery: Implementations in C++, Python and Mathematica public at https://transportmethod.com
     PRC meeting 5/2019 | Theoretical physics: cosmology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Filippo Sala                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           !13
Particle production during inflation
                      Slow-roll inflation              very flat scalar potential

                      Reheating after inflation               coupling to the SM

      Inflaton as Pseudo Goldstone Boson with shift-symmetric couplings

                                            Fµ⌫ F̃µ⌫            (@µ ) ¯      µ 5

explosive helical gauge boson production                        chiral fermion production

additional friction modifies dynamics of                        baryogenesis through spontaneous CPT
inflation, see also relaxion models                             violation

Strongly enhanced non-gaussian polarized                        backreaction through induced current
GW spectrum at scales. of LIGO and LISA                         modifies gauge boson production

 PRC meeting 5/2019 | Theoretical physics: cosmology          Filippo Sala                             !14
Particle production during inflation
                                                                                                                                 Domcke, Mukaida ‘18

                                                                                      10-3                                  vacuum

                                                              2
      One example:                                                                                                          + gauge fields

                                                                      s
                                                              scalar power spectrum
      Scalar power spectrum
                                                                                      10-5
                                                                                                                            + fermions
      at small scales
                                                                                      10-7                                            CMB
Domcke, Mares, Muia, Pieroni ‘18
                                                                                      10-9
   10-3
                                   non-Abelian                                           0        10        20         30       40     50
                                   Abelian                                                                       N [e-folds]
   10-5                            vacuum                  Same scalar
                                                           potential and
                                                         coupling strength                                   Different inflaton couplings
   10-7                                                   to gauge fields                                        can be probed by
                                                                                                                   observations!
   10-9
                                                                                                                 (PBHs, UCMHs, mu-distortions)
                                                                                             CMB
  10-11
                                                                                                                 Similar effects (expected)
          10               20              30                40                              50                       in GW spectrum

   PRC meeting 5/2019 | Theoretical physics: cosmology                                       Filippo Sala                                         !15
Light Dark Matter at Neutrino Experiments

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 MDM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 AAAB9HicbVA9TwJBEJ3DL8Qv1NLmIphYkTsstCRqYUOCiXwkcCF7ywIb9vbO3TkiufA7bCw0xtYfY+e/cYErFHzJJC/vzWRmnh8JrtFxvq3M2vrG5lZ2O7ezu7d/kD88augwVpTVaShC1fKJZoJLVkeOgrUixUjgC9b0RzczvzlmSvNQPuAkYl5ABpL3OSVoJK9Y7XaQPWFyW50Wu/mCU3LmsFeJm5ICpKh181+dXkjjgEmkgmjddp0IvYQo5FSwaa4TaxYROiID1jZUkoBpL5kfPbXPjNKz+6EyJdGeq78nEhJoPQl80xkQHOplbyb+57Vj7F95CZdRjEzSxaJ+LGwM7VkCdo8rRlFMDCFUcXOrTYdEEYomp5wJwV1+eZU0yiX3ouTelwuV6zSOLJzAKZyDC5dQgTuoQR0oPMIzvMKbNbZerHfrY9GasdKZY/gD6/MHBx+Rmw==

                   Experiment Erecoil . keV
                                        AAACB3icbVC7SgNBFJ2NrxhfUUtBBhPBKuzGQsugCJYRzAOSJcxObpIhsw9m7ophiZWNv2JjoYitv2Dn3zhJttDEAwOHc+7lzjleJIVG2/62MkvLK6tr2fXcxubW9k5+d6+uw1hxqPFQhqrpMQ1SBFBDgRKakQLmexIa3vBy4jfuQGkRBrc4isD1WT8QPcEZGqmTPyxeddoI95go4KGQY9qWoLUWfvFhCPVOvmCX7CnoInFSUiApqp38V7sb8tiHALlkWrccO0I3YQoFlzDOtWMNEeND1oeWoQHzQbvJNMeYHhulS3uhMi9AOlV/byTM13rke2bSZzjQ895E/M9rxdg7dxMRRDFCwGeHerGkGNJJKbQrTHqUI0MYV8L8lfIBU4yjqS5nSnDmIy+SernknJbsm3KhcpHWkSUH5IicEIeckQq5JlVSI5w8kmfySt6sJ+vFerc+ZqMZK93ZJ39gff4AJY6Zeg==
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Standard Detectors not sensitive (Xenon1T,…)

                   Theory          New connections in recent years (w/flav. anomalies, hierarchy problem, …)

PRC meeting 5/2019 | Theoretical physics: cosmology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Filippo Sala                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         !16
Light Dark Matter at Neutrino Experiments

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      MDM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      AAAB9HicbVA9TwJBEJ3DL8Qv1NLmIphYkTsstCRqYUOCiXwkcCF7ywIb9vbO3TkiufA7bCw0xtYfY+e/cYErFHzJJC/vzWRmnh8JrtFxvq3M2vrG5lZ2O7ezu7d/kD88augwVpTVaShC1fKJZoJLVkeOgrUixUjgC9b0RzczvzlmSvNQPuAkYl5ABpL3OSVoJK9Y7XaQPWFyW50Wu/mCU3LmsFeJm5ICpKh181+dXkjjgEmkgmjddp0IvYQo5FSwaa4TaxYROiID1jZUkoBpL5kfPbXPjNKz+6EyJdGeq78nEhJoPQl80xkQHOplbyb+57Vj7F95CZdRjEzSxaJ+LGwM7VkCdo8rRlFMDCFUcXOrTYdEEYomp5wJwV1+eZU0yiX3ouTelwuV6zSOLJzAKZyDC5dQgTuoQR0oPMIzvMKbNbZerHfrY9GasdKZY/gD6/MHBx+Rmw==

                   Experiment Erecoil . keV
                                        AAACB3icbVC7SgNBFJ2NrxhfUUtBBhPBKuzGQsugCJYRzAOSJcxObpIhsw9m7ophiZWNv2JjoYitv2Dn3zhJttDEAwOHc+7lzjleJIVG2/62MkvLK6tr2fXcxubW9k5+d6+uw1hxqPFQhqrpMQ1SBFBDgRKakQLmexIa3vBy4jfuQGkRBrc4isD1WT8QPcEZGqmTPyxeddoI95go4KGQY9qWoLUWfvFhCPVOvmCX7CnoInFSUiApqp38V7sb8tiHALlkWrccO0I3YQoFlzDOtWMNEeND1oeWoQHzQbvJNMeYHhulS3uhMi9AOlV/byTM13rke2bSZzjQ895E/M9rxdg7dxMRRDFCwGeHerGkGNJJKbQrTHqUI0MYV8L8lfIBU4yjqS5nSnDmIy+SernknJbsm3KhcpHWkSUH5IicEIeckQq5JlVSI5w8kmfySt6sJ+vFerc+ZqMZK93ZJ39gff4AJY6Zeg==
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Standard Detectors not sensitive (Xenon1T,…)

                   Theory          New connections in recent years (w/flav. anomalies, hierarchy problem, …)

                 Ema Sala Sato PRL 122 (2019) no.18:

                  High-speed DM component unavoidably generated by Cosmic-ray scatterings!

                                       Electrons
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Dark Matter

PRC meeting 5/2019 | Theoretical physics: cosmology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Filippo Sala                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        !16
Light Dark Matter at Neutrino Experiments

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      MDM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      AAAB9HicbVA9TwJBEJ3DL8Qv1NLmIphYkTsstCRqYUOCiXwkcCF7ywIb9vbO3TkiufA7bCw0xtYfY+e/cYErFHzJJC/vzWRmnh8JrtFxvq3M2vrG5lZ2O7ezu7d/kD88augwVpTVaShC1fKJZoJLVkeOgrUixUjgC9b0RzczvzlmSvNQPuAkYl5ABpL3OSVoJK9Y7XaQPWFyW50Wu/mCU3LmsFeJm5ICpKh181+dXkjjgEmkgmjddp0IvYQo5FSwaa4TaxYROiID1jZUkoBpL5kfPbXPjNKz+6EyJdGeq78nEhJoPQl80xkQHOplbyb+57Vj7F95CZdRjEzSxaJ+LGwM7VkCdo8rRlFMDCFUcXOrTYdEEYomp5wJwV1+eZU0yiX3ouTelwuV6zSOLJzAKZyDC5dQgTuoQR0oPMIzvMKbNbZerHfrY9GasdKZY/gD6/MHBx+Rmw==

                   Experiment Erecoil . keV
                                        AAACB3icbVC7SgNBFJ2NrxhfUUtBBhPBKuzGQsugCJYRzAOSJcxObpIhsw9m7ophiZWNv2JjoYitv2Dn3zhJttDEAwOHc+7lzjleJIVG2/62MkvLK6tr2fXcxubW9k5+d6+uw1hxqPFQhqrpMQ1SBFBDgRKakQLmexIa3vBy4jfuQGkRBrc4isD1WT8QPcEZGqmTPyxeddoI95go4KGQY9qWoLUWfvFhCPVOvmCX7CnoInFSUiApqp38V7sb8tiHALlkWrccO0I3YQoFlzDOtWMNEeND1oeWoQHzQbvJNMeYHhulS3uhMi9AOlV/byTM13rke2bSZzjQ895E/M9rxdg7dxMRRDFCwGeHerGkGNJJKbQrTHqUI0MYV8L8lfIBU4yjqS5nSnDmIy+SernknJbsm3KhcpHWkSUH5IicEIeckQq5JlVSI5w8kmfySt6sJ+vFerc+ZqMZK93ZJ39gff4AJY6Zeg==
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Standard Detectors not sensitive (Xenon1T,…)

                   Theory          New connections in recent years (w/flav. anomalies, hierarchy problem, …)

                 Ema Sala Sato PRL 122 (2019) no.18:

                  High-speed DM component unavoidably generated by Cosmic-ray scatterings!

                                       Electrons
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Dark Matter

PRC meeting 5/2019 | Theoretical physics: cosmology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Filippo Sala                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        !16
Light Dark Matter at Neutrino Experiments

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      MDM
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      AAAB9HicbVA9TwJBEJ3DL8Qv1NLmIphYkTsstCRqYUOCiXwkcCF7ywIb9vbO3TkiufA7bCw0xtYfY+e/cYErFHzJJC/vzWRmnh8JrtFxvq3M2vrG5lZ2O7ezu7d/kD88augwVpTVaShC1fKJZoJLVkeOgrUixUjgC9b0RzczvzlmSvNQPuAkYl5ABpL3OSVoJK9Y7XaQPWFyW50Wu/mCU3LmsFeJm5ICpKh181+dXkjjgEmkgmjddp0IvYQo5FSwaa4TaxYROiID1jZUkoBpL5kfPbXPjNKz+6EyJdGeq78nEhJoPQl80xkQHOplbyb+57Vj7F95CZdRjEzSxaJ+LGwM7VkCdo8rRlFMDCFUcXOrTYdEEYomp5wJwV1+eZU0yiX3ouTelwuV6zSOLJzAKZyDC5dQgTuoQR0oPMIzvMKbNbZerHfrY9GasdKZY/gD6/MHBx+Rmw==

                   Experiment Erecoil . keV
                                        AAACB3icbVC7SgNBFJ2NrxhfUUtBBhPBKuzGQsugCJYRzAOSJcxObpIhsw9m7ophiZWNv2JjoYitv2Dn3zhJttDEAwOHc+7lzjleJIVG2/62MkvLK6tr2fXcxubW9k5+d6+uw1hxqPFQhqrpMQ1SBFBDgRKakQLmexIa3vBy4jfuQGkRBrc4isD1WT8QPcEZGqmTPyxeddoI95go4KGQY9qWoLUWfvFhCPVOvmCX7CnoInFSUiApqp38V7sb8tiHALlkWrccO0I3YQoFlzDOtWMNEeND1oeWoQHzQbvJNMeYHhulS3uhMi9AOlV/byTM13rke2bSZzjQ895E/M9rxdg7dxMRRDFCwGeHerGkGNJJKbQrTHqUI0MYV8L8lfIBU4yjqS5nSnDmIy+SernknJbsm3KhcpHWkSUH5IicEIeckQq5JlVSI5w8kmfySt6sJ+vFerc+ZqMZK93ZJ39gff4AJY6Zeg==
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Standard Detectors not sensitive (Xenon1T,…)

                   Theory          New connections in recent years (w/flav. anomalies, hierarchy problem, …)

                 Ema Sala Sato PRL 122 (2019) no.18:

                  High-speed DM component unavoidably generated by Cosmic-ray scatterings!

                                       Electrons
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         Dark Matter

PRC meeting 5/2019 | Theoretical physics: cosmology                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Filippo Sala                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        !16
Ema Sala Sato PRL 122 (2019) no.18

Light Dark Matter at Neutrino Experiments
                                             Energies > 10 MeV                  go to biggest existing detectors!

PRC meeting 5/2019 | Theoretical physics: cosmology              Filippo Sala                                          !17
Ema Sala Sato PRL 122 (2019) no.18

Light Dark Matter at Neutrino Experiments
                                             Energies > 10 MeV                  go to biggest existing detectors!

                                            Our
                                                Ne      w Li
                                                            mits

PRC meeting 5/2019 | Theoretical physics: cosmology              Filippo Sala                                          !17
Cosmo approaches to the Big Picture

           We work to understand:
              ★   Dark Matter
              ★   Baryon Asymmetry
              ★   Neutrino Oscillations
              ★   Quantum Gravity
              ★   Inflation
              ★   Dark Energy
              ★   EW symmetry breaking
              ★   Strong CP problem
              ★   Origin of SM flavour
              ★   ….
PRC meeting 5/2019 | Theoretical physics: cosmology   Filippo Sala   !18
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