Lecture 3. The inflation-building toolkit

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Transcription:

Lecture 3 The inflation-building toolkit

Types of inflationary research Fundamental physics modelling of inflation. Building inflation models within the context of M-theory/braneworld/ supergravity/etc etc. Eg KKLT, D3/D7, etc. Inflationary phenomenology. Qualitative construction of inflationary scenarios to explore the range of phenomenology. Eg chaotic inflation, multi-field models, multiverse, reheating. Deriving observational predictions. For given scenarios, computing observables such as n and r, and nowadays commonly f NL as well. Constraining inflation with observational data. Usually CMB data combined with others, either using slow-roll approximations or exact numerical calculations.

Fundamental physics models of inflation

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation)

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation) Typically models based on a single scalar field rolling on a flat potential. Inflation ends by failure of slow-roll. Phenomenology: n and r.

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation) Typically models based on a single scalar field rolling on a flat potential. Inflation ends by failure of slow-roll. Phenomenology: n and r. 1990s: supersymmetry models (e.g. hybrid inflation)

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation) Typically models based on a single scalar field rolling on a flat potential. Inflation ends by failure of slow-roll. Phenomenology: n and r. 1990s: supersymmetry models (e.g. hybrid inflation) Multiple fields, aiming to enforce ϕ M Planck. Inflation ends by symmetry-breaking transition. Phenomenology: n, r, Gμ.

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation) Typically models based on a single scalar field rolling on a flat potential. Inflation ends by failure of slow-roll. Phenomenology: n and r. 1990s: supersymmetry models (e.g. hybrid inflation) Multiple fields, aiming to enforce ϕ M Planck. Inflation ends by symmetry-breaking transition. Phenomenology: n, r, Gμ. 2000s: braneworld models (e.g. KKLT/KKLMMT models)

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation) Typically models based on a single scalar field rolling on a flat potential. Inflation ends by failure of slow-roll. Phenomenology: n and r. 1990s: supersymmetry models (e.g. hybrid inflation) Multiple fields, aiming to enforce ϕ M Planck. Inflation ends by symmetry-breaking transition. Phenomenology: n, r, Gμ. 2000s: braneworld models (e.g. KKLT/KKLMMT models) Branes moving in extra dimensions, falling down `throats, non-standard kinetic terms (DBI etc). Phenomenology: n, r, f NL.

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation) Typically models based on a single scalar field rolling on a flat potential. Inflation ends by failure of slow-roll. Phenomenology: n and r. 1990s: supersymmetry models (e.g. hybrid inflation) Multiple fields, aiming to enforce ϕ M Planck. Inflation ends by symmetry-breaking transition. Phenomenology: n, r, Gμ. 2000s: braneworld models (e.g. KKLT/KKLMMT models) Branes moving in extra dimensions, falling down `throats, non-standard kinetic terms (DBI etc). Phenomenology: n, r, f NL. new perturbation generation mechanisms (e.g. curvaton)

Fundamental physics models of inflation 1980s: field theory models (e.g. chaotic inflation) Typically models based on a single scalar field rolling on a flat potential. Inflation ends by failure of slow-roll. Phenomenology: n and r. 1990s: supersymmetry models (e.g. hybrid inflation) Multiple fields, aiming to enforce ϕ M Planck. Inflation ends by symmetry-breaking transition. Phenomenology: n, r, Gμ. 2000s: braneworld models (e.g. KKLT/KKLMMT models) Branes moving in extra dimensions, falling down `throats, non-standard kinetic terms (DBI etc). Phenomenology: n, r, f NL. new perturbation generation mechanisms (e.g. curvaton) Perturbations acquired by non-inflaton fields and processed. Phenomenology: n, isocurvature perturbations, f NL.

Theory: A possible disconnect

A possible disconnect Theory: R 2 non-gaussian old large-field D-term stochastic fluxes new N-flation hilltop reheating first-order warm assisted monodromy chaotic thermal F-term unified DBI tensors monomial hybrid soft modular Slow-roll PNGB branes extended running mass Horava-Lifshitz eternal D3/D7 throat vector curvaton 3-form small-field GUT

A possible disconnect Theory: R 2 non-gaussian old large-field D-term stochastic fluxes new N-flation hilltop reheating first-order warm assisted monodromy chaotic thermal F-term unified DBI tensors monomial hybrid soft modular Slow-roll PNGB branes extended running mass Horava-Lifshitz eternal D3/D7 throat vector curvaton 3-form small-field GUT Future observations: n probably, r maybe, α maybe, fnl maybe, fiso if we are lucky

How to build inflation models

How to build inflation models Start it!

How to build inflation models Start it! Keeping it going!

How to build inflation models Start it! Keeping it going! End it!

How to build inflation models Start it! Keeping it going! End it! Get rid of its cause and make normal stuff!

How to build inflation models Start it! Keeping it going! End it! Get rid of its cause and make normal stuff! Make the perturbations!

Start it How does inflation start in the first place? There are various approaches in the literature:

Start it How does inflation start in the first place? There are various approaches in the literature: Don t ask; hope no one else does. This is the commonest strategy.

Start it How does inflation start in the first place? There are various approaches in the literature: Don t ask; hope no one else does. This is the commonest strategy. Assume that the pre-inflationary Universe samples possible initial conditions widely enough that some regions are suitable to start inflation.

Start it How does inflation start in the first place? There are various approaches in the literature: Don t ask; hope no one else does. This is the commonest strategy. Assume that the pre-inflationary Universe samples possible initial conditions widely enough that some regions are suitable to start inflation. Enhance the previous point by invoking eternal inflation...

Start it How does inflation start in the first place? There are various approaches in the literature: Don t ask; hope no one else does. This is the commonest strategy. Assume that the pre-inflationary Universe samples possible initial conditions widely enough that some regions are suitable to start inflation. Enhance the previous point by invoking eternal inflation...... and/or the anthropic principle.

Start it How does inflation start in the first place? There are various approaches in the literature: Don t ask; hope no one else does. This is the commonest strategy. Assume that the pre-inflationary Universe samples possible initial conditions widely enough that some regions are suitable to start inflation. Enhance the previous point by invoking eternal inflation...... and/or the anthropic principle. Choose a potential supporting topological inflation. This might for instance emerge `naturally out of the string landscape.

Start it How does inflation start in the first place? There are various approaches in the literature: Don t ask; hope no one else does. This is the commonest strategy. Assume that the pre-inflationary Universe samples possible initial conditions widely enough that some regions are suitable to start inflation. Enhance the previous point by invoking eternal inflation...... and/or the anthropic principle. Choose a potential supporting topological inflation. This might for instance emerge `naturally out of the string landscape. V (φ) φ

Sustain it Almost also inflation models invoke scalar fields to drive inflation, though in some cases the fundamental origin of these scalar fields may be geometrical (eg size of an extra dimension).

Sustain it Almost also inflation models invoke scalar fields to drive inflation, though in some cases the fundamental origin of these scalar fields may be geometrical (eg size of an extra dimension). Occasionally people dabble with vector fields as an alternative, and more recently with 3-form fields.

Sustain it Almost also inflation models invoke scalar fields to drive inflation, though in some cases the fundamental origin of these scalar fields may be geometrical (eg size of an extra dimension). Occasionally people dabble with vector fields as an alternative, and more recently with 3-form fields. A scenario may invoke multiple scalar fields, in which case the term `inflaton might refer to the position on the particular trajectory taken in our region of the Universe.

Sustain it Almost also inflation models invoke scalar fields to drive inflation, though in some cases the fundamental origin of these scalar fields may be geometrical (eg size of an extra dimension). Occasionally people dabble with vector fields as an alternative, and more recently with 3-form fields. A scenario may invoke multiple scalar fields, in which case the term `inflaton might refer to the position on the particular trajectory taken in our region of the Universe. Contours of constant potential! 2! 1

Stop it There are quite a few choices here:

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll).

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll). This is measured by the ε slow-roll parameter. Slow-roll is automatically violated if potentials have a minimum at V=0.

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll). This is measured by the ε slow-roll parameter. Slow-roll is automatically violated if potentials have a minimum at V=0. A second-order phase transition (as in hybrid inflation).

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll). This is measured by the ε slow-roll parameter. Slow-roll is automatically violated if potentials have a minimum at V=0. A second-order phase transition (as in hybrid inflation). Here an instability in a second field direction causes inflation to end.

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll). This is measured by the ε slow-roll parameter. Slow-roll is automatically violated if potentials have a minimum at V=0. A second-order phase transition (as in hybrid inflation). Here an instability in a second field direction causes inflation to end. A first-order phase transition (leading to bubble formation).

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll). This is measured by the ε slow-roll parameter. Slow-roll is automatically violated if potentials have a minimum at V=0. A second-order phase transition (as in hybrid inflation). Here an instability in a second field direction causes inflation to end. A first-order phase transition (leading to bubble formation). As before, but now the phase transition is a first-order quantum tunnelling, promoting formation of bubbles which expand rapidly and coalesce.

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll). This is measured by the ε slow-roll parameter. Slow-roll is automatically violated if potentials have a minimum at V=0. A second-order phase transition (as in hybrid inflation). Here an instability in a second field direction causes inflation to end. A first-order phase transition (leading to bubble formation). As before, but now the phase transition is a first-order quantum tunnelling, promoting formation of bubbles which expand rapidly and coalesce. Modification of gravity (e.g. braneworld gravity terms becoming unimportant).

Stop it There are quite a few choices here: Steepening the potential (i.e. violation of slow-roll). This is measured by the ε slow-roll parameter. Slow-roll is automatically violated if potentials have a minimum at V=0. A second-order phase transition (as in hybrid inflation). Here an instability in a second field direction causes inflation to end. A first-order phase transition (leading to bubble formation). As before, but now the phase transition is a first-order quantum tunnelling, promoting formation of bubbles which expand rapidly and coalesce. Modification of gravity (e.g. braneworld gravity terms becoming unimportant). In this option the potential would not be suitable for inflation in Einstein gravity, but may promote inflation in a high-energy modified gravity regime (eg Randall-Sundrum models).

From inflation to hot big bang At the end of inflation we still have scalar fields, which we don t want, and have to produce the material of the Hot Big Bang.

From inflation to hot big bang

From inflation to hot big bang Decay of the inflaton (reheating/preheating)

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete.

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions If inflation ends by bubble nucleation, their subsequent collisions may lead to reheating.

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions If inflation ends by bubble nucleation, their subsequent collisions may lead to reheating. A different scalar field comes to dominate and then decays

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions If inflation ends by bubble nucleation, their subsequent collisions may lead to reheating. A different scalar field comes to dominate and then decays An example of this is the curvaton scenario. The inflaton presumably decays separately but need not produce significant amounts of surviving material.

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions If inflation ends by bubble nucleation, their subsequent collisions may lead to reheating. A different scalar field comes to dominate and then decays An example of this is the curvaton scenario. The inflaton presumably decays separately but need not produce significant amounts of surviving material. Black hole reheating

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions If inflation ends by bubble nucleation, their subsequent collisions may lead to reheating. A different scalar field comes to dominate and then decays An example of this is the curvaton scenario. The inflaton presumably decays separately but need not produce significant amounts of surviving material. Black hole reheating In a variant of the above, black holes are produced whose later Hawking evaporation reheats the Universe.

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions If inflation ends by bubble nucleation, their subsequent collisions may lead to reheating. A different scalar field comes to dominate and then decays An example of this is the curvaton scenario. The inflaton presumably decays separately but need not produce significant amounts of surviving material. Black hole reheating In a variant of the above, black holes are produced whose later Hawking evaporation reheats the Universe. Gravitational particle production

From inflation to hot big bang Decay of the inflaton (reheating/preheating) One process gets rid of the inflaton and creates normal material. There may be interesting consequences if the inflaton decays are incomplete. Bubble collisions If inflation ends by bubble nucleation, their subsequent collisions may lead to reheating. A different scalar field comes to dominate and then decays An example of this is the curvaton scenario. The inflaton presumably decays separately but need not produce significant amounts of surviving material. Black hole reheating In a variant of the above, black holes are produced whose later Hawking evaporation reheats the Universe. Gravitational particle production Here particles produced quantum mechanically during the late stages of inflation later come to dominate.

From inflation to hot big bang Amongst these various possibilities, a final question is whether the inflaton decays completely away, or whether it survives with a residual abundance. If it survives, it might become one of the necessary ingredients of the standard cosmology, either dark matter or dark energy.

Toolkit

Toolkit Caused by Single scalar Multi scalar Vector 3-form

Toolkit Caused by Ended by Single scalar Potential steepening Multi scalar Vector Hybrid Bubble nucleation 3-form Braneworld gravity

Toolkit Caused Ended Reheated by by by Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Chaotic inflation Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Curvaton scenario Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Hybrid inflation Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays Quintessential inflation 3-form Braneworld gravity Gravitational particle production

Toolkit Caused Ended Reheated by by by Single scalar Multi scalar Vector Potential steepening Hybrid Bubble nucleation Inflaton decays Curvaton decays Bubble collisions Black hole decays 3-form Braneworld gravity Gravitational particle production

Dark sector unification

Take the test: AmIACosmologistOrNot?

Take the test: AmIACosmologistOrNot?

Take the test: AmIACosmologistOrNot?

Take the test: AmIACosmologistOrNot?

The Standard Cosmological Model

The Standard Cosmological Model This model postulates that the Universe contains five different materials: baryons (including electrons), photons, neutrinos, dark matter and dark energy.

The Standard Cosmological Model This model postulates that the Universe contains five different materials: baryons (including electrons), photons, neutrinos, dark matter and dark energy. G μν = T μν baryon-photon-neutrino + T μν dark matter + T μν dark energy

The Standard Cosmological Model This model postulates that the Universe contains five different materials: baryons (including electrons), photons, neutrinos, dark matter and dark energy. G μν = T μν baryon-photon-neutrino + T μν dark matter + T μν dark energy Observational probes of dark matter and dark energy are presently entirely gravitational, and amount to

The Standard Cosmological Model This model postulates that the Universe contains five different materials: baryons (including electrons), photons, neutrinos, dark matter and dark energy. G μν = T μν baryon-photon-neutrino + T μν dark matter + T μν dark energy Observational probes of dark matter and dark energy are presently entirely gravitational, and amount to T μν dark matter + T μν dark energy = G μν - T μν baryon-photon-neutrino

The dark degeneracy T μν dark matter + T μν dark energy = G μν - T μν baryon-photon-neutrino In general, there is no unique decomposition of the `dark fluid energy-momentum tensor into `dark matter and `dark energy components. Eisenstein & Hu 1999 Wasserman 2002 Rubano & Scudellaro 2002 Kunz 2007

The dark degeneracy T μν dark matter + T μν dark energy = G μν - T μν baryon-photon-neutrino In general, there is no unique decomposition of the `dark fluid energy-momentum tensor into `dark matter and `dark energy components. Eisenstein & Hu 1999 Wasserman 2002 Rubano & Scudellaro 2002 Kunz 2007 If we model the dark sector as cold dark matter and a cosmological constant, we can get strong constraints on each.

The dark degeneracy T μν dark matter + T μν dark energy = G μν - T μν baryon-photon-neutrino In general, there is no unique decomposition of the `dark fluid energy-momentum tensor into `dark matter and `dark energy components. Eisenstein & Hu 1999 Wasserman 2002 Rubano & Scudellaro 2002 Kunz 2007 If we model the dark sector as cold dark matter and a cosmological constant, we can get strong constraints on each. If we model the dark energy more generally, e.g. equation of state w= w 0 + (1-a) w a, we can still measure Ω dm, though not as well.

The dark degeneracy T μν dark matter + T μν dark energy = G μν - T μν baryon-photon-neutrino In general, there is no unique decomposition of the `dark fluid energy-momentum tensor into `dark matter and `dark energy components. Eisenstein & Hu 1999 Wasserman 2002 Rubano & Scudellaro 2002 Kunz 2007 If we model the dark sector as cold dark matter and a cosmological constant, we can get strong constraints on each. If we model the dark energy more generally, e.g. equation of state w= w 0 + (1-a) w a, we can still measure Ω dm, though not as well. But if we model the dark energy equation of state arbitrarily through w(a), then we cannot measure Ω dm at all.

The dark degeneracy T μν dark matter + T μν dark energy = G μν - T μν baryon-photon-neutrino Another powerful result (Kunz 2007) is that for any model of interacting dark matter and dark energy, there is always a model of non-interacting dark matter and dark energy that gives precisely the same predictions.

Possible context: Suppose we have a model of dark energy that is flexible enough that we may be able to do away with the dark matter altogether. With Martin Kunz (Sussex), David Parkinson (Sussex), Changjun Gao (Beijing) arxiv:0908.3197, Phys Rev D

Constraining the dark fluid In this study we consider only kinematic data, which means that the equation of state w dark (a) is the only parameter. The dark degeneracy applies to structure formation data as well, but the sound speed c s (a) then also needs to be constrained.

Example In the standard cosmological model, we have

Example In the standard cosmological model, we have w SCM dark (z) = 1 Ω m,0 1 Ω m,0 + (Ω m,0 Ω b,0 ) (1 + z) 3, 1 1 + 13(1 + z) 3 /40. ere Ω and Ω are the total matter density param

Example In the standard cosmological model, we have w SCM dark (z) = 1 Ω m,0 1 Ω m,0 + (Ω m,0 Ω b,0 ) (1 + z) 3, 1 1 + 13(1 + z) 3 /40. ere Ω and Ω are the total matter density param

Constraining the dark fluid We simply parametrize the complete dark fluid by expanding w dark (a), for instance as a Taylor series, up to cubic order, possibly with some low derivatives set to zero (the `constrained expansions).

Constraining the dark fluid We simply parametrize the complete dark fluid by expanding w dark (a), for instance as a Taylor series, up to cubic order, possibly with some low derivatives set to zero (the `constrained expansions). Data used: Supernova luminosity distances (Union sample, 307 SN) Cosmic microwave background peak positions (WMAP5) Baryon acoustic oscillation peak positions (SDSS+2dFGRS) Hubble parameter (SHOES)

Constraining the dark fluid We simply parametrize the complete dark fluid by expanding w dark (a), for instance as a Taylor series, up to cubic order, possibly with some low derivatives set to zero (the `constrained expansions). Data used: Supernova luminosity distances (Union sample, 307 SN) Cosmic microwave background peak positions (WMAP5) Baryon acoustic oscillation peak positions (SDSS+2dFGRS) Hubble parameter (SHOES) 6 W.J. Percival et al. Temperature Fluctuations [ K 2 ] 6000 5000 4000 3000 2000 1000 0 Multipole The moment important l term when substituting Equation (12) into 10 100 Equation (14) is the expected 500 2-point galaxy 1000 density given by n g(r)n g(r ) = n(r) n(r ) [ 1+ξ(ˆr ˆr ) ] + n(r)δ D(r r ).(15) If we analyse the galaxies using a different cosmological model to the true model, the 2-pt galaxy density depends on ˆr and ˆr, the positions in the true cosmological model that are mapped to positions r and r when the survey is analysed. Translating from the correlation function ξ(ˆr) to the power spectrum P (ˆk) in the true cosmological model gives ξ(ˆr ˆr )= 1 P (ˆk)e ik.(ˆr ˆr ) d 3ˆk, (16) 2π 2 which can be substituted into Equation (15). Combining Equations (12 16) shows that the recovered power spectrum is a triple integral over the true power. If ˆr = r, this reduces to a convolution of the power spectrum with a window function (Feldman et al. 1994). If we now consider a piecewise continuous true power spectrum P (k) = Pi[Θ(k) Θ(k ki)], where Θ(k) is the Heaviside function, 0.5 then the triple integral0.2 can be written as a linear sum i 90 2 Angular over P i, Size F (k) 2 = WiPi. Because the radial interpretation i changes between actual and measured clustering, spherically averaging the recovered power is no longer equivalent to convolving the power with the spherical average of the window function. Consequently, the window has to be estimated empirically from mock catalogues created with different true power spectra and analysed using a different cosmological model. The empirical window function can be calculated including both the change in cosmological Figure 2. BAO in power spectra calculated from (a) the combined SDSS and 2dFGRS main galaxies, (b) the SDSS DR5 LRG sample, and (c) the combination of these two samples (solid symbols with 1σ errors). The data are correlated and the errors are calculated from the diagonal terms in the covariance matrix. A Standard ΛCDM distance redshift relation was as-

Constraining the dark fluid

Constraining the dark fluid!"# *!!!"#!!"$ ) +,-.!!"%,/012(02,3+,3+*4,/0125(607-8!!"& 9:(- 9:(-*4,/0125(607-8 9:(-*4-;+"*,/0125"8!',:;6,,:;6,*4,/0125(607-8,:;6,*4-;+"*,/0125"8!'"# *!!"#!"$!"%!"& ' ( Here are the best fits for different parameterizations.

Constraining the dark fluid The data alone enforce that w=0 at early times, i.e. dark matter behaviour. This motivates enforcing this condition in the models. )!"#!!!"#!!"$ +,-.!!"%,/012(02,3+,3+*4,/0125(607-8!!"& 9:(- 9:(-*4,/0125(607-8 9:(-*4-;+"*,/0125"8!',:;6,,:;6,*4,/0125(607-8,:;6,*4-;+"*,/0125"8!'"# *!!"#!"$!"%!"& ' ( * Here are the best fits for different parameterizations.

Constraining the dark fluid The data alone enforce that w=0 at early times, i.e. dark matter behaviour. This motivates enforcing this condition in the models. Model Dark sector χ 2 min parameters ΛCDM 1 311.9 Constant w 1 391.3 Linear (CPL) 2 312.1 Constrained linear 1 320.5 Quadratic 3 309.8 Constrained quadratic 2 311.9 Doubly-constrained quadratic 1 313.5 Cubic 4 309.6 Constrained cubic 3 311.1 Doubly-constrained cubic 2 311.5 )!"#!!!"#!!"$ +,-.!!"%,/012(02,3+,3+*4,/0125(607-8!!"& 9:(- 9:(-*4,/0125(607-8 9:(-*4-;+"*,/0125"8!',:;6,,:;6,*4,/0125(607-8,:;6,*4-;+"*,/0125"8!'"# *!!"#!"$!"%!"& ' ( Here are the best fits for different parameterizations. *

Constraining the dark fluid The data alone enforce that w=0 at early times, i.e. dark matter behaviour. This motivates enforcing this condition in the models. Model Dark sector χ 2 min parameters ΛCDM 1 311.9 Constant w 1 391.3 Linear (CPL) 2 312.1 Constrained linear 1 320.5 Quadratic 3 309.8 Constrained quadratic 2 311.9 Doubly-constrained quadratic 1 313.5 Cubic 4 309.6 Constrained cubic 3 311.1 Doubly-constrained cubic 2 311.5 )!"#!!!"#!!"$ +,-.!!"%,/012(02,3+,3+*4,/0125(607-8!!"& 9:(- 9:(-*4,/0125(607-8 9:(-*4-;+"*,/0125"8!',:;6,,:;6,*4,/0125(607-8,:;6,*4-;+"*,/0125"8!'"# *!!"#!"$!"%!"& ' ( Here are the best fits for different parameterizations. *

Constraining the dark fluid Linear (CPL) fit Quadratic fit!!"#!!!$"%!$"& #"*!!"<!!"%=!!"%!!"== (! #!"*! $"*!"< $!!"#!!!$"%!$"& $! # ) '!"%= $"$' $"$# $"$' $"$#!"% ( ) $!$"$# $!$"$#!$"$'!$"$'!!"<!!"%=!!"%!!"== )!!"%!"%=!"< ) '!!"#!!!$"%!$"& ( $ $! # (!!$"$' $ $"$' ( ) $"# $!$"#!$"' (!$"&!$"%!! Fit spread for quadratic!!"# $ $"# $"' $"& $"%! +

Dark fluid conclusions

Dark fluid conclusions At present there is no unique decomposition of the dark fluid into components, i.e. no model-independent determination of the dark matter or dark energy densities.

Dark fluid conclusions At present there is no unique decomposition of the dark fluid into components, i.e. no model-independent determination of the dark matter or dark energy densities. In order to test unified dark sector scenarios, a generalized data analysis is required which does not assume this split.

Dark fluid conclusions At present there is no unique decomposition of the dark fluid into components, i.e. no model-independent determination of the dark matter or dark energy densities. In order to test unified dark sector scenarios, a generalized data analysis is required which does not assume this split. This does show that the dark sector must behave as dark matter at early epochs.

Dark fluid conclusions At present there is no unique decomposition of the dark fluid into components, i.e. no model-independent determination of the dark matter or dark energy densities. In order to test unified dark sector scenarios, a generalized data analysis is required which does not assume this split. This does show that the dark sector must behave as dark matter at early epochs. Despite the above, the standard assumption of separate dark matter and cosmological constant components is the simplest satisfactory explanation of present data.