Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf ·...

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Exploring the Evolution of Dark Energy and its Equation of State Cristina Espa˜ na i Bonet Universitat de Barcelona 12th February, 2008 Advisor: Dra. Pilar Ruiz-Lapuente

Transcript of Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf ·...

Page 1: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Exploring the Evolution of Dark Energy

and its Equation of State

Cristina Espana i Bonet

Universitat de Barcelona

12th February, 2008

Advisor: Dra. Pilar Ruiz-Lapuente

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Overview

1 Motivacio

2 Introduction

3 Evolving Cosmological Constant

4 Non-Parametric Reconstructions

5 Future Perspectives

6 Summary and Conclusions

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L’Univers

Si l’Univers fos estatic...

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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L’Univers

...pero esta en expansio (model de Big Bang)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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L’Univers

...i accelerada

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Com ho observem?

+ Necessitem un objecte delluminositat coneguda

+ La llum que rebem ensindica la distancia

Candela estandard

Candela estandard per exel·lencia:

Supernoves del tipus Ia (SNe Ia)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Com ho observem?

Necessitem un objecte delluminositat coneguda

La llum que rebem ensindica la distancia

+ Candela estandard

Candela estandard per exel·lencia:

Supernoves del tipus Ia (SNe Ia)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Com ho observem?

Necessitem un objecte delluminositat coneguda

La llum que rebem ensindica la distancia

Candela estandard

Candela estandard per exel·lencia:

Supernoves del tipus Ia (SNe Ia)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Com ho observem?

+ Sistema binari enacrecio

+ Explosio a MCh + Mateixalluminositat

Lluminositat inferior a Ld ⇒ mes lluny ⇒ expansio mes rapida

Lluminositat superior a Ld ⇒ mes a prop ⇒ expansio mes lenta

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Com ho observem?

Sistema binari enacrecio

Explosio a MCh Mateixalluminositat

Lluminositat inferior a Ld

⇒ mes lluny ⇒ expansio mes rapida

Lluminositat superior a Ld

⇒ mes a prop ⇒ expansio mes lenta

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Com ho observem?

Sistema binari enacrecio

Explosio a MCh Mateixalluminositat

Lluminositat inferior a Ld ⇒ mes lluny

⇒ expansio mes rapida

Lluminositat superior a Ld ⇒ mes a prop

⇒ expansio mes lenta

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Com ho observem?

Sistema binari enacrecio

Explosio a MCh Mateixalluminositat

Lluminositat inferior a Ld ⇒ mes lluny ⇒ expansio mes rapida

Lluminositat superior a Ld ⇒ mes a prop ⇒ expansio mes lenta

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Que observem?

+ Supernoves llunyanes: coherent amb BB estandard

Supernoves meitat de l’edat de l’Univers: sublluminoses

Supernoves properes: canvis imperceptibles

⇓Expansio recent accelerada

⇓Per que? i Perque?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Que observem?

Supernoves llunyanes: coherent amb BB estandard

+ Supernoves meitat de l’edat de l’Univers: sublluminoses

Supernoves properes: canvis imperceptibles

⇓Expansio recent accelerada

⇓Per que? i Perque?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Que observem?

Supernoves llunyanes: coherent amb BB estandard

Supernoves meitat de l’edat de l’Univers: sublluminoses

+ Supernoves properes: canvis imperceptibles

⇓Expansio recent accelerada

⇓Per que? i Perque?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Que observem?

Supernoves llunyanes: coherent amb BB estandard

Supernoves meitat de l’edat de l’Univers: sublluminoses

Supernoves properes: canvis imperceptibles

⇓Expansio recent accelerada

⇓Per que? i Perque?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Objectius

Estudi i caracteritzacio del component que accelera l’expansio,l’energia fosca, mitjancant:

1 Aproximacio directa:Construccio d’un model i contrast amb observacions

2 Aproximacio inversa:Reconstruccio del model subjacent a partir de lesobservacions

Eina principal:

1 Variacio de la magnitud de les SNe Ia amb la distancia

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Objectius

Estudi i caracteritzacio del component que accelera l’expansio,l’energia fosca, mitjancant:

1 Aproximacio directa:Construccio d’un model i contrast amb observacions

2 Aproximacio inversa:Reconstruccio del model subjacent a partir de lesobservacions

Eina principal:

1 Variacio de la magnitud de les SNe Ia amb la distancia

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Objectius

Estudi i caracteritzacio del component que accelera l’expansio,l’energia fosca, mitjancant:

1 Aproximacio directa:Construccio d’un model i contrast amb observacions

2 Aproximacio inversa:Reconstruccio del model subjacent a partir de lesobservacions

Eina principal:

1 Variacio de la magnitud de les SNe Ia amb la distancia

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Let’s start

1 Motivacio

2 IntroductionCosmological ConstantGeneral Dark Energy SourceObtaining Information with Observations

3 Evolving Cosmological Constant

4 Non-Parametric Reconstructions

5 Future Perspectives

6 Summary and Conclusions

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Introduction

Why this thesis?

Clear evidence of theacceleration

Attribution to acosmological constant(CC)

I ...but other candidates

I ...possible evolution

What is the CC?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Introduction

Why this thesis?

Clear evidence of theacceleration

Attribution to acosmological constant(CC): Λ ≈ 10−47 GeV 4

I ...but other candidates

I ...possible evolution

What is the CC?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Introduction

Why this thesis?

Clear evidence of theacceleration

Attribution to acosmological constant(CC)...

I ...but other candidates

I ...possible evolution

What is the CC?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Introduction

Why this thesis?

Clear evidence of theacceleration

Attribution to acosmological constant(CC)...

I ...but other candidates

I ...possible evolution

What is the CC?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)The Einstein’s term

+ Interpretation:antigravitationalforce

Nothing forbids λ(t)

Gµν−λ(t)gµν = −8πGNTµν .

Inclusion of the CC inEinstein’s Field Equations

A. Einstein,Kosmologische betrachtungen zur allgemeinen Relativitatstheorie.S.-B. Preuss. Akad. Wiss. (1917), pp. 142-152.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)The Einstein’s term

Interpretation:antigravitationalforce

+ Nothing forbids λ(t)

Gµν−λ(t)gµν = −8πGNTµν .

Inclusion of the CC inEinstein’s Field Equations

A. Einstein,Kosmologische betrachtungen zur allgemeinen Relativitatstheorie.S.-B. Preuss. Akad. Wiss. (1917), pp. 142-152.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)Vacuum energy

+ Interpretation:vacuum energy

Inclusion of the CC as asource of Tµν :

Gµν = −8πGN(Tµν + Λgµν) .

In the vacuum: 〈Tµν〉 = Gµν〈Vφ〉

I Particles & fields 〈Vφ〉 = 0

I but Higgs 〈VH〉 ∝ m4H ≈ 108 GeV 4

=⇒ Λind ≈ 108 GeV 4

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)Vacuum energy

Interpretation:vacuum energy

Inclusion of the CC as asource of Tµν :

Gµν = −8πGN(Tµν + Λgµν) .

In the vacuum: 〈Tµν〉 = Gµν〈Vφ〉

I Particles & fields 〈Vφ〉 = 0

I but Higgs 〈VH〉 ∝ m4H ≈ 108 GeV 4

=⇒ Λind ≈ 108 GeV 4

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)Vacuum energy

Interpretation:vacuum energy

Inclusion of the CC as asource of Tµν :

Gµν = −8πGN(Tµν + Λgµν) .

In the vacuum: 〈Tµν〉 = Gµν〈Vφ〉

I Particles & fields 〈Vφ〉 = 0

I but Higgs 〈VH〉 ∝ m4H ≈ 108 GeV 4

=⇒ Λind ≈ 108 GeV 4

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)An only source?

Observations

Λobs ≈ 10−47 GeV 4

Theory

Λind ≈ 108 GeV 4

ΛEinstein

︸ ︷︷ ︸Λobs = ΛEinstein + Λind

|ΛEinstein| − |Λind | = 10−55 GeV 4

= 0.00000000000000000000000000000000000000000000000000000001!!

Cosmological Constant Problem

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)An only source?

Observations

Λobs ≈ 10−47 GeV 4

Theory

Λind ≈ 108 GeV 4

ΛEinstein︸ ︷︷ ︸Λobs = ΛEinstein + Λind

|ΛEinstein| − |Λind | = 10−55 GeV 4

= 0.00000000000000000000000000000000000000000000000000000001!!

Cosmological Constant Problem

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological constant (CC)An only source?

Observations

Λobs ≈ 10−47 GeV 4

Theory

Λind ≈ 108 GeV 4

ΛEinstein︸ ︷︷ ︸Λobs = ΛEinstein + Λind

|ΛEinstein| − |Λind | = 10−55 GeV 4

= 0.00000000000000000000000000000000000000000000000000000001!!

Cosmological Constant Problem

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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A general dark energy componentThe perfect fluid approach

+ Alternative: Inclusion of a perfect fluid extra componentcharacterized by its Equation of State (EoS)

p = wρ

Interpretation of the cosmological constant as an extracomponent of Tµν

=⇒ perfect fluid with ρ = Λ and p = −Λ=⇒ w = −1

In general, ρ(t) and p(t), so w(t)

But for Λ(t) still w = −1

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 34: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

A general dark energy componentThe perfect fluid approach

Alternative: Inclusion of a perfect fluid extra componentcharacterized by its Equation of State (EoS)

p = wρ

+ Interpretation of the cosmological constant as an extracomponent of Tµν

=⇒ perfect fluid with ρ = Λ and p = −Λ=⇒ w = −1

In general, ρ(t) and p(t), so w(t)

But for Λ(t) still w = −1

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 35: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

A general dark energy componentThe perfect fluid approach

Alternative: Inclusion of a perfect fluid extra componentcharacterized by its Equation of State (EoS)

p = wρ

Interpretation of the cosmological constant as an extracomponent of Tµν

=⇒ perfect fluid with ρ = Λ and p = −Λ=⇒ w = −1

+ In general, ρ(t) and p(t), so w(t)

But for Λ(t) still w = −1

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 36: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

A general dark energy componentThe perfect fluid approach

Alternative: Inclusion of a perfect fluid extra componentcharacterized by its Equation of State (EoS)

p = wρ

Interpretation of the cosmological constant as an extracomponent of Tµν

=⇒ perfect fluid with ρ = Λ and p = −Λ=⇒ w = −1

In general, ρ(t) and p(t), so w(t)

+ But for Λ(t) still w = −1

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 37: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

A general dark energy componentAlternatives

Every component is described by its equation of state:

wR = 1/3 radiationwM = 0 non-relativistic matter

wS = −1/3 cosmic stringswW = −2/3 domain wallswT = −1/3 textureswΛ = −1 (evolving) cosmological constant

wQ(t) > −1 (dwQ/dz > 0) quintessencewK (t) > −1 (dwK/dz < 0) k-essence

wPh(t) < −1 phantoms

Multitude of possibilities for dark energy...

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 38: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

A general dark energy componentAlternatives

Every component is described by its equation of state:

wR = 1/3 radiationwM = 0 non-relativistic matter

wS = −1/3 cosmic stringswW = −2/3 domain wallswT = −1/3 textureswΛ = −1 (evolving) cosmological constant

wQ(t) > −1 (dwQ/dz > 0) quintessencewK (t) > −1 (dwK/dz < 0) k-essence

wPh(t) < −1 phantoms

Multitude of possibilities for dark energy...

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 39: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

A general dark energy componentAlternatives

Every component is described by its equation of state:

wR = 1/3 radiationwM = 0 non-relativistic matter

wS = −1/3 cosmic stringswW = −2/3 domain wallswT = −1/3 textureswΛ = −1 (evolving) cosmological constant

wQ(t) > −1 (dwQ/dz > 0) quintessencewK (t) > −1 (dwK/dz < 0) k-essence

wPh(t) < −1 phantoms

Multitude of possibilities for dark energy...

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 40: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

A general dark energy componentAlternatives

Every component is described by its equation of state:

wR = 1/3 radiationwM = 0 non-relativistic matter

wS = −1/3 cosmic stringswW = −2/3 domain wallswT = −1/3 textureswΛ = −1 (evolving) cosmological constant

wQ(t) > −1 (dwQ/dz > 0) quintessencewK (t) > −1 (dwK/dz < 0) k-essence

wPh(t) < −1 phantoms

Multitude of possibilities for dark energy...

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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A general dark energy componentAlternatives

EoS index:

wR = 1/3wM = 0wS = −1/3wW = −2/3wT = −1/3wΛ = −1

wQ(t) > −1 (dwQ/dz > 0) =⇒wK (t) > −1 (dwK/dz < 0)wPh(t) < −1

Quintessence EoS

Weller & Albrecht (2002)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Obtaining information with SNe IaMagnitude-redshift relation

The relation between models and observations is encoded in:

m(z, H0, Ω0M , Ω0

X ) = M + 5 log10

ˆH0 dL(z, H0, Ω

0M , Ω0

X )˜

dL(z, Ω0M , Ω0

X ) =c (1 + z)

H0

0B@Z z

0

dz ′qΩ0

M(1 + z)3 + ΩX (z)

1CAΩX (z) = Ω0

X exp

„3

Z z

0dz ′

1 + w(z ′)

1 + z ′

«

Double integral relating the observed m with w(z)I Smoothing of any possible evolutionI Increasing of degeneracy

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Obtaining information with SNe IaMagnitude-redshift relation

The relation between models and observations is encoded in:

m(z, H0, Ω0M , Ω0

X ) = M + 5 log10

ˆH0 dL(z, H0, Ω

0M , Ω0

X )˜

dL(z, Ω0M , Ω0

X ) =c (1 + z)

H0

0B@Z z

0

dz ′qΩ0

M(1 + z)3 + ΩX (z)

1CAΩX (z) = Ω0

X exp

„3

Z z

0dz ′

1 + w(z ′)

1 + z ′

«

+ Double integral relating the observed m with w(z)

+ Smoothing of any possible evolution+ Increasing of degeneracy

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 44: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Obtaining information with SNe IaMagnitude-redshift relation

The relation between models and observations is encoded in:

m(z, H0, Ω0M , Ω0

X ) = M + 5 log10

ˆH0 dL(z, H0, Ω

0M , Ω0

X )˜

dL(z, Ω0M , Ω0

X ) =c (1 + z)

H0

0B@Z z

0

dz ′qΩ0

M(1 + z)3 + ΩX (z)

1CAΩX (z) = Ω0

X exp

„3

Z z

0dz ′

1 + w(z ′)

1 + z ′

«

Double integral relating the observed m with w(z)

+ Smoothing of any possible evolution+ Increasing of degeneracy

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Obtaining information with SNe Iam − z space

Well covered datarange: 0 < z < 1.5

Most models can befit to data

Small differencesamong models in therange

That’s a hard work!

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Obtaining information with SNe Iam − z space

Well covered datarange: 0 < z < 1.5

Most models can befit to data

Small differencesamong models in therange

That’s a hard work!

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 47: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Obtaining information with SNe IaData sets

Currently, 2 (+1) data sets available:

Riess et al.(2006)

182 SNe Ia

0.023 < z < 1.77

Wood-Vasey et al.(2007)

162 SNe Ia

0.015 < z < 0.96

Davis et al.(2007)

192 SNe Ia

0.015 < z < 1.77

Results do depend on the data set used. In the following,results for Riess et al. (2006) are shown.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Obtaining information with SNe IaData sets

Currently, 2 (+1) data sets available:

Riess et al.(2006)

182 SNe Ia

0.023 < z < 1.77

Wood-Vasey et al.(2007)

162 SNe Ia

0.015 < z < 0.96

Davis et al.(2007)

192 SNe Ia

0.015 < z < 1.77

Results do depend on the data set used. In the following,results for Riess et al. (2006) are shown.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Obtaining information with SNe IaComplementary probes and priors

+ Constraint on the curvature:

+ Flat Universe (WMAP3)

Constraint on ΩM :

I 0.27± 0.03 (clusters)

I BAO constraints

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 50: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Obtaining information with SNe IaComplementary probes and priors

Constraint on the curvature:

+ Flat Universe (WMAP3)

Constraint on ΩM :

I 0.27± 0.03 (clusters)

I BAO constraints

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 51: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Obtaining information with SNe IaComplementary probes and priors

Constraint on the curvature:

I Flat Universe (WMAP3)

+ Constraint on ΩM :

+ 0.27± 0.03 (clusters)

+ BAO constraints

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 52: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Obtaining information with SNe IaComplementary probes and priors

Constraint on the curvature:

I Flat Universe (WMAP3)

Constraint on ΩM :

+ 0.27± 0.03 (clusters)

I BAO constraints

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 53: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Obtaining information with SNe IaComplementary probes and priors

Constraint on the curvature:

I Flat Universe (WMAP3)

Constraint on ΩM :

I 0.27± 0.03 (clusters)

+ BAO constraints

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The dark energy model

1 Motivacio

2 Introduction

3 Evolving Cosmological ConstantFundamentalsCosmological ScenariosObservational Constraints

4 Non-Parametric Reconstructions

5 Future Perspectives

6 Summary and Conclusions

Page 55: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantThe theory behind... in a few words

Quantum Field Theory(semiclassical approximation: fields in a curved space-time)

Vacuum action at low energies

SHE = −Z

d4x√−g

„1

16πGvacR + Λvac

«

Ultraviolet divergencies → regularization, renormalization

Scale invariance broken

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 56: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantThe theory behind... in a few words

Quantum Field Theory(semiclassical approximation: fields in a curved space-time)

⇓Vacuum action at low energies

SHE = −Z

d4x√−g

„1

16πGvacR + Λvac

«

Ultraviolet divergencies → regularization, renormalization

Scale invariance broken

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 57: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantThe theory behind... in a few words

Quantum Field Theory(semiclassical approximation: fields in a curved space-time)

⇓Vacuum action at low energies

SHE = −Z

d4x√−g

„1

16πGvacR + Λvac

«

⇓Ultraviolet divergencies → regularization, renormalization

Scale invariance broken

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 58: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantThe theory behind... in a few words

Quantum Field Theory(semiclassical approximation: fields in a curved space-time)

Vacuum action at low energies

SHE = −Z

d4x√−g

„1

16πGvacR + Λvac

«

⇓Ultraviolet divergencies → regularization, renormalization

⇓Scale invariance broken

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 59: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantThe theory behind... in a few words

Quantum Field Theory(semiclassical approximation: fields in a curved space-time)

Vacuum action at low energies

SHE = −Z

d4x√−g

„1

16πGvacR + Λvac

«

Ultraviolet divergencies → regularization, renormalization

⇓Scale invariance broken

⇓Renormalization Group Equations (RGE)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 60: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological Constantβ-function, RGE for the Cosmological Constant

+ For the CC, the dependence on the scale is encoded inthe β-function

µd

d ln µ

„Λ

8πG

«≡ βΛ =

1

(4π)2

0@Xi

Ai m4i + µ2

Xj

BjM2j + µ4

Xj

Cj + ...

1A

with:

Dependence on the renormalization scale µ

How is decoupling produced? Which are the active dofs?I Light particles?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 61: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological Constantβ-function, RGE for the Cosmological Constant

For the CC, the dependence on the scale is encoded inthe β-function

µd

d ln µ

„Λ

8πG

«≡ βΛ =

1

(4π)2

0@Xi

Ai m4i + µ2

Xj

BjM2j + µ4

Xj

Cj + ...

1A

with:

+ Dependence on the renormalization scale µ

How is decoupling produced? Which are the active dofs?I Light particles?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 62: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological Constantβ-function, RGE for the Cosmological Constant

For the CC, the dependence on the scale is encoded inthe β-function

µd

d ln µ

„Λ

8πG

«≡ βΛ =

1

(4π)2

0@Xi

Ai m4i + µ2

Xj

BjM2j + µ4

Xj

Cj + ...

1A

with:

Dependence on the renormalization scale µ

+ How is decoupling produced? Which are the active dofs?

+ Light particles?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 63: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological Constantβ-function, RGE for the Cosmological Constant

For the CC, the dependence on the scale is encoded inthe β-function

µd

d ln µ

„Λ

8πG

«≡ βΛ =

1

(4π)2

0@Xi

Ai m4i + µ2

Xj

BjM2j + µ4

Xj

Cj + ...

1A

with:

Dependence on the renormalization scale µ

How is decoupling produced? Which are the active dofs?

+ Light particles?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 64: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological Constantβ-function, RGE for the Cosmological Constant

For the CC, the dependence on the scale is encoded inthe β-function

µd

d ln µ

„Λ

8πG

«≡ βΛ =

1

(4π)2

0@Xi

Ai m4i + µ2

Xj

BjM2j + µ4

Xj

Cj + ...

1A

with:

Dependence on the renormalization scale µ

How is decoupling produced? Which are the active dofs?

+ Light particles? Heavy particles with soft decoupling?

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Evolving Cosmological ConstantCosmological scenarios

There are several choices in the literature. We contribute withone (Scenario 3) and test three of them:

Active dof Particles µ

Scenario 1 mi < µ neutrinos ρ1/4c (t)

Scenario 2 Mi > µ SM ρ1/4c (t)

Scenario 3 Mi > µ Plank H(t)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 66: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantCosmological scenarios

There are several choices in the literature. We contribute withone (Scenario 3) and test three of them:

Active dof Particles µ

Scenario 1 mi < µ neutrinos ρ1/4c (t)

Scenario 2 Mi > µ SM ρ1/4c (t)

Scenario 3 Mi > µ Plank H(t)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 67: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantCosmological scenarios

There are several choices in the literature. We contribute withone (Scenario 3) and test three of them:

Active dof Particles µ

Scenario 1 mi < µ neutrinos ρ1/4c (t)

Scenario 2 Mi > µ SM ρ1/4c (t)

Scenario 3 Mi > µ Plank H(t)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 68: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Evolving Cosmological ConstantCosmological scenarios

There are several choices in the literature. We contribute withone (Scenario 3) and test three of them:

Active dof Particles µ

Scenario 1 mi < µ neutrinos ρ1/4c (t)

Scenario 2 Mi > µ SM ρ1/4c (t)

Scenario 3 Mi > µ Plank H(t)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

Λ(H) = Λ0 +σ

2(4π)2M2(H2 − H2

0 ) RGE

Resolution of the system equation:

RGE + Friedmann Equation + Continuity Equation

Λ(z ; ν) = Λ0 + ρ0M

ν

1− ν

[(1 + z)3(1−ν) − 1

]− κ

1− 3ν

z (z + 2)

2+

ν

1− ν

[(1 + z)3(1−ν) − 1

]

κ ≡ −2 νΩ0K → proportional to curvature

ν ≡ σ12 π

M2

M2P→ cosmological index

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

Λ(H) = Λ0 +σ

2(4π)2M2(H2 − H2

0 ) RGE

Resolution of the system equation:

RGE + Friedmann Equation + Continuity Equation

Λ(z ; ν) = Λ0 + ρ0M

ν

1− ν

[(1 + z)3(1−ν) − 1

]− κ

1− 3ν

z (z + 2)

2+

ν

1− ν

[(1 + z)3(1−ν) − 1

]

κ ≡ −2 νΩ0K → proportional to curvature

ν ≡ σ12 π

M2

M2P→ cosmological index

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 71: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

Resolution of the system equation:

RGE + Friedmann Equation + Continuity Equation

Λ(z ; ν) = Λ0 + ρ0M

ν

1− ν

[(1 + z)3(1−ν) − 1

]− κ

1− 3ν

z (z + 2)

2+

ν

1− ν

[(1 + z)3(1−ν) − 1

]

κ ≡ −2 νΩ0K → proportional to curvature

ν ≡ σ12 π

M2

M2P→ cosmological index

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 72: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

Resolution of the system equation:

RGE + Friedmann Equation + Continuity Equation

Λ(z ; ν) = Λ0 + ρ0M

ν

1− ν

[(1 + z)3(1−ν) − 1

]− κ

1− 3ν

z (z + 2)

2+

ν

1− ν

[(1 + z)3(1−ν) − 1

]

+ κ ≡ −2 νΩ0K → proportional to curvature

ν ≡ σ12 π

M2

M2P→ cosmological index

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 73: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

Resolution of the system equation:

RGE + Friedmann Equation + Continuity Equation

Λ(z ; ν) = Λ0 + ρ0M

ν

1− ν

[(1 + z)3(1−ν) − 1

]− κ

1− 3ν

z (z + 2)

2+

ν

1− ν

[(1 + z)3(1−ν) − 1

]

κ ≡ −2 νΩ0K → proportional to curvature

+ ν ≡ σ12 π

M2

M2P→ cosmological index

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 74: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

But sometimes an image is better than words...

Where we assumed a flat universe with Ω0M = 0.3 and Ω0

Λ = 0.7.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

But sometimes an image is better than words...

Where we assumed a flat universe with Ω0M = 0.3 and Ω0

Λ = 0.7.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

All the functions describing the Universe in the standard CC

cosmology can be calculated here. For example:

The decelaration parameter, q

ν > 0 ⇒ acc. farther in time

ν < 0 ⇒ acc. closer in time

Again the plot corresponds to flat universe with Ω0M = 0.3 and Ω0

Λ = 0.7.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

All the functions describing the Universe in the standard CC

cosmology can be calculated here. For example:

+ The decelaration parameter, q

ν > 0 ⇒ acc. farther in time

ν < 0 ⇒ acc. closer in time

Again the plot corresponds to flat universe with Ω0M = 0.3 and Ω0

Λ = 0.7.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 78: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Cosmological scenariosScenario 3: Mi > µ, µ ∼ H(t)

All the functions describing the Universe in the standard CC

cosmology can be calculated here. For example:

The decelaration parameter, q

+ ν > 0 ⇒ acc. farther in time

+ ν < 0 ⇒ acc. closer in time

Again the plot corresponds to flat universe with Ω0M = 0.3 and Ω0

Λ = 0.7.

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Scenario 3Observational Constraints

1 free parameter, ν

Ω0M ν χ2

0.22+0.09−0.07 −0.5+0.3

−0.3 156.5

0.26+0.03−0.02 −0.3+0.2

−0.1 156.8

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 2: Mi > µ, µ ∼ ρ

1/4c (t)

A quick look into the other scenarios.Scenario 2

µ ∼ ρ1/4c (t)

Mi > µ, as in Scenario 3, SM particles active

Λ(µ) = Λ0 +1

(4π)2

"µ2 1

4

m2

H + 3m2Z + 6m2

W − 4X

i

Nim2i

!+ µ4

1

2

Xi

Ni −5

4

!#

µ2 term → huge evolution

I m2H = 4

∑i Nim

2i − 3m2

Z − 6m2W ≈ (550 GeV )2

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 2: Mi > µ, µ ∼ ρ

1/4c (t)

A quick look into the other scenarios.Scenario 2

+ µ ∼ ρ1/4c (t)

+ Mi > µ, as in Scenario 3, SM particles active

Λ(µ) = Λ0 +1

(4π)2

"µ2 1

4

m2

H + 3m2Z + 6m2

W − 4X

i

Nim2i

!+ µ4

1

2

Xi

Ni −5

4

!#

µ2 term → huge evolution

I m2H = 4

∑i Nim

2i − 3m2

Z − 6m2W ≈ (550 GeV )2

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 2: Mi > µ, µ ∼ ρ

1/4c (t)

A quick look into the other scenarios.Scenario 2

µ ∼ ρ1/4c (t)

Mi > µ, as in Scenario 3, SM particles active

Λ(µ) = Λ0 +1

(4π)2

"µ2 1

4

m2

H + 3m2Z + 6m2

W − 4X

i

Nim2i

!+ µ4

1

2

Xi

Ni −5

4

!#

µ2 term → huge evolution

I m2H = 4

∑i Nim

2i − 3m2

Z − 6m2W ≈ (550 GeV )2

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 2: Mi > µ, µ ∼ ρ

1/4c (t)

A quick look into the other scenarios.Scenario 2

µ ∼ ρ1/4c (t)

Mi > µ, as in Scenario 3, SM particles active

Λ(µ) = Λ0 +1

(4π)2

"µ2 1

4

m2

H + 3m2Z + 6m2

W − 4X

i

Nim2i

!+ µ4

1

2

Xi

Ni −5

4

!#

µ2 term → huge evolution

+ m2H = 4

∑i Nim

2i − 3m2

Z − 6m2W ≈ (550 GeV )2

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Scenario 2Observational Constraints

1 non-free parameter in SM

η ≡ 12

∑i Ni − 5

4= 10.75

Ω0M η χ2

0.35+0.04−0.04 +11+5

−55 158.6

0.35+0.04−0.04 −5+5

−5 158.6

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 1: mi < µ, µ ∼ ρ

1/4c (t)

Scenario 1

+ µ ∼ ρ1/4c (t), as in Scenario 2

+ mi < µ, only lightest neutrinos active

Λ(ρ) = Λ0 +1

(4π)2

(1

2m4

S − 4∑

ν

m4ν

)ln

ρ

ρ0RGE

Inclusion of the sterile neutrino to cover both signs ofevolution

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 1: mi < µ, µ ∼ ρ

1/4c (t)

Scenario 1

µ ∼ ρ1/4c (t), as in Scenario 2

mi < µ, only lightest neutrinos active

Λ(ρ) = Λ0 +1

(4π)2

(1

2m4

S − 4∑

ν

m4ν

)ln

ρ

ρ0RGE

Inclusion of the sterile neutrino to cover both signs ofevolution

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Cosmological scenariosScenario 1: mi < µ, µ ∼ ρ

1/4c (t)

Scenario 1

µ ∼ ρ1/4c (t), as in Scenario 2

mi < µ, only lightest neutrinos active

Λ(ρ) = Λ0 +1

(4π)2

(1

2m4

S − 4∑

ν

m4ν

)ln

ρ

ρ0RGE

+ Inclusion of the sterile neutrino to cover both signs ofevolution

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Scenario 1Observational Constraints

1 free (?) parameter

τ ≡ 12m4

S − 4∑

ν m4ν

Ω0M τ(10−9eV 4) χ2

0.20+0.10−0.08 −16+11

−12 156.5

0.27+0.02−0.04 −8+4

−5 157.1

mmaxν = 0.007± 0.006 eV

mmaxν = 0.006± 0.005 eV

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The inverse approach

1 Motivacio

2 Introduction

3 Evolving Cosmological Constant

4 Non-Parametric ReconstructionsInverse ProblemInverse MethodResults

5 Future Perspectives

6 Summary and Conclusions

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Inverse problemsThe concept

Theory Observations

Dark energy model

n χ2 fits

Inverse method

SNe Ia magnitudes

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsThe concept

TheoryForward problem

Observations

Dark energy model

n χ2 fits

Inverse method

SNe Ia magnitudes

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsThe concept

Theory

Inverse problem

Observations

Dark energy model

n χ2 fits

Inverse method

SNe Ia magnitudes

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsThe concept

Theory Observations

Dark energy model

n χ2 fits

Inverse method

SNe Ia magnitudes

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsInverse problem’s problems

Risks with inverse problems:

The solution does not necessary exist

The solution is not unique

The solution is not stable

One can minimize the difficulties by including a priori information

⇒ We use a probabilistic approach

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsInverse problem’s problems

Risks with inverse problems:

+ The solution does not necessary exist 7

The solution is not unique

The solution is not stable

One can minimize the difficulties by including a priori information

⇒ We use a probabilistic approach

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsInverse problem’s problems

Risks with inverse problems:

The solution does not necessary exist 7

+ The solution is not unique 4

The solution is not stable

One can minimize the difficulties by including a priori information

⇒ We use a probabilistic approach

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsInverse problem’s problems

Risks with inverse problems:

The solution does not necessary exist 7

The solution is not unique 4

+ The solution is not stable 4

One can minimize the difficulties by including a priori information

⇒ We use a probabilistic approach

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsInverse problem’s problems

Risks with inverse problems:

The solution does not necessary exist 7

The solution is not unique 4

The solution is not stable 4

One can minimize the difficulties by including a priori information

⇒ We use a probabilistic approach

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsThe method

Demands:

1 Inclusion of a priori information

2 Recover a function w(z) –or Λ(z)– instead ofparameterizations

Approach:

1 Through the Bayes theorem:

fpost(M|y) α L(y|M) fprior (M)

2 Working in functional spaces, were the functionals such asw(z) are defined in an infinite-dimensional space

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Inverse problemsThe method

Demands:

1 Inclusion of a priori information

2 Recover a function w(z) –or Λ(z)– instead ofparameterizations

Approach:

1 Through the Bayes theorem:

fpost(M|y) α L(y|M) fprior (M)

2 Working in functional spaces, were the functionals such asw(z) are defined in an infinite-dimensional space

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Inverse problemsThe method

Demands:

1 Inclusion of a priori information

2 Recover a function w(z) –or Λ(z)– instead ofparameterizations

Approach:

1 Through the Bayes theorem:

fpost(M|y) α L(y|M) fprior (M)

2 Working in functional spaces, were the functionals such asw(z) are defined in an infinite-dimensional space

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodMisfit function

Posterior distribution probability:

fpost(M|y) α exp [−S ]

S ≡ 12

(y− yth(M)

)∗C−1

y

(y− yth(M)

)

+ 12 (M−M0)

∗C−10 (M−M0)

Data y, covariance Cy , unknowns M

χ2 but... ∗ adjoint operator, scalar product in n-D space...

Information for the unknowns M: priors M0, C0

⇒ Data and unknowns treated at the same level

Goal: S minimization

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The inverse methodMisfit function

Posterior distribution probability:

fpost(M|y) α exp [−S ]

S ≡ 12

(y− yth(M)

)∗C−1

y

(y− yth(M)

)

+ 12 (M−M0)

∗C−10 (M−M0)

+ Data y, covariance Cy , unknowns M

+ χ2 but... ∗ adjoint operator, scalar product in n-D space...

Information for the unknowns M: priors M0, C0

⇒ Data and unknowns treated at the same level

Goal: S minimization

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The inverse methodMisfit function

Posterior distribution probability:

fpost(M|y) α exp [−S ]

S ≡ 12

(y− yth(M)

)∗C−1

y

(y− yth(M)

)+ 1

2 (M−M0)∗C−1

0 (M−M0)

Data y, covariance Cy , unknowns M

χ2 but... ∗ adjoint operator, scalar product in n-D space...

+ Information for the unknowns M: priors M0, C0

⇒ Data and unknowns treated at the same level

Goal: S minimization

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodMisfit function

Posterior distribution probability:

fpost(M|y) α exp [−S ]

S ≡ 12

(y− yth(M)

)∗C−1

y

(y− yth(M)

)+ 1

2 (M−M0)∗C−1

0 (M−M0)

Data y, covariance Cy , unknowns M

χ2 but... ∗ adjoint operator, scalar product in n-D space...

Information for the unknowns M: priors M0, C0

⇒ Data and unknowns treated at the same level

Goal: S minimization

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The inverse methodMinimization

Minimization steps:

1 The minimization is done in the functional space using aNewton minimization method

2 A final functional equation for w(z) is obtained

3 At this point operators are discretized and concrete valuescalculated

Results:

1 Quite a long equation for w(z):

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodMinimization

Minimization steps:

1 The minimization is done in the functional space using aNewton minimization method

2 A final functional equation for w(z) is obtained

3 At this point operators are discretized and concrete valuescalculated

Results:

1 Quite a long equation for w(z):

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodMinimization

w[k+1](z) = w0(z) +NX

i=1

Wi [k]

Z zi

0Cw (z, z ′)gw [k](z

′)dz ′ ,

where Wi [k] =PN

j=1

“S−1

[k]

”i,j

Vj[k] ,

Vi = yi +∂y th

i

∂Ω0M

(Ω0M − Ω0

M0) +

∂y thi

∂w(z)· (w − w0)− y th

i (zi , Ω0M , w(z)) ,

Si,j = δi,jσiσj +∂y th

i

∂Ω0M

CΩ0M

∂y thj

∂Ω0M

+∂y th

i

∂w(z)·

Cw ·∂y th

j

∂w(z)

!.

And uncertainty:

σw(z)(z) =q

Cw(z)(z) =

vuutσ2w(z)

−Xi,j

Cw ·∂y th

i

∂w(z)(S−1)i,j

∂y thj

∂w(z)· Cw

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The inverse methodMinimization

Results:

1 An equation for w(z) and the remaining unknowns

2 An estimation for the σ uncertainty

3 The resolving kernel K (z , zi ), a function at every zi indicatinghow well resolved it is

Comment:

Notice that both depend on the priorsI Monte Carlo exploration of the space of solutions

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodMinimization

Results:

1 An equation for w(z) and the remaining unknowns

2 An estimation for the σ uncertainty

3 The resolving kernel K (z , zi ), a function at every zi indicatinghow well resolved it is

Comment:

+ Notice that both depend on the priors

+ Monte Carlo exploration of the space of solutions

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodResults

For the dark energy equation of state w(z):

Riess et al. (2006) data

Prior: Ω0M = 0.27± 0.03

Prior: w(z)0 = −1± 0.5

Differs from Λ at morethan 1σ

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The inverse methodResults

For the dark energy equation of state w(z):

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodResults

Obtaining confidence regions via a Monte Carlo exploration:

As before but:

1000 reconstructions

Explored range−3 < w(z) < 1

Still differs from Λ atmore than 1σ

Wider, more reliable,confidence regions

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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The inverse methodResults

One can do the same for the Cosmological Constant Λ(z)

1000 reconstructions

Explored range0.53 < ΩΛ(z) < 0.93

A constant CC valid atthe 1σ limit

Valid for a general ΩX (z)

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What the future holds in store

1 Motivacio

2 Introduction

3 Evolving Cosmological Constant

4 Non-Parametric Reconstructions

5 Future PerspectivesOncoming SurveysNon-Parametric ReconstructionsEvolving Cosmological Constant

6 Summary and Conclusions

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Future PerspectivesOncoming surveys

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesOncoming surveys

Space observatory

2,000 SNe/year

0.1 < z < 1.7

Spectroscopic redshifts

Vs.

Ground telescope

250,000 SNe/year (wide survey)

10,000 SNe (deep survey)

0 < z < 0.9 (wide survey)

0 < z < 1.4 (deep survey)

Photometric redshifts

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesOncoming surveys

Space observatory

2,000 SNe/year

0.1 < z < 1.7

Spectroscopic redshifts

Vs.

Ground telescope

250,000 SNe/year (wide survey)

10,000 SNe (deep survey)

0 < z < 0.9 (wide survey)

0 < z < 1.4 (deep survey)

Photometric redshifts

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesOncoming surveys

Space observatory

2,000 SNe/year

0.1 < z < 1.7

Spectroscopic redshifts

Vs.

Ground telescope

250,000 SNe/year (wide survey)

10,000 SNe (deep survey)

0 < z < 0.9 (wide survey)

0 < z < 1.4 (deep survey)

Photometric redshifts

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesOncoming surveys

Space observatory

2,000 SNe/year

0.1 < z < 1.7

Spectroscopic redshifts

Vs.

Ground telescope

250,000 SNe/year (wide survey)

10,000 SNe (deep survey)

0 < z < 0.9 (wide survey)

0 < z < 1.4 (deep survey)

Photometric redshifts

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesOncoming surveys

Uncertaintiesin the data sets

LSST deep: σintr = 0.15, δz = 0.01 and σsys = 0.02

SNAP: σintr = 0.15, δz = 0.00 and σsys = 0.02 z/1.7

(+ SNFactory as low redshift anchor)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesOncoming surveys

Uncertaintiesin the data sets

LSST deep: σintr = 0.15, δz = 0.01 and σsys = 0.02

SNAP: σintr = 0.15, δz = 0.00 and σsys = 0.02 z/1.7

(+ SNFactory as low redshift anchor)

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesNon-parametric reconstructions

Flashback:Reconstruction for the dark energy equation of state w(z):

Riess et al. (2006) data

1000 reconstructions

Explored range−3 < w(z) < 1

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesNon-parametric reconstructions

For the dark energy equation of state w(z) with:

LSST SNAP

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesEvolving cosmological constant

Scenario 1 (mi < µ, µ ∼ ρ1/4c ) τ ≡ 1

2m4S − 4

∑ν m4

ν

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesEvolving cosmological constant

Scenario 1 (mi < µ, µ ∼ ρ1/4c ) τ ≡ 1

2m4S − 4

∑ν m4

ν

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesEvolving cosmological constant

Scenario 2 (Mi > µ, µ ∼ ρ1/4c ) η ≡ 1

2

∑i Ni − 5

4 = 10.75

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesEvolving cosmological constant

Scenario 2 (Mi > µ, µ ∼ ρ1/4c ) η ≡ 1

2

∑i Ni − 5

4 = 10.75

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesEvolving cosmological constant

Scenario 3 (Mi > µ, µ ∼ H) ν ≡ σ12 π

M2

M2P

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Future PerspectivesEvolving cosmological constant

Scenario 3 (Mi > µ, µ ∼ H) ν ≡ σ12 π

M2

M2P

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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In summary

1 Motivacio

2 Introduction

3 Evolving Cosmological Constant

4 Non-Parametric Reconstructions

5 Future Perspectives

6 Summary and Conclusions

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Summary and conclusions

The problem

+ The Universe seems to be in accelerated expansion

Characterization of a dark energy source as the cause ofacceleration

Nowadays, it is a degenerated problem

Evolving Cosmological Constant

We motivate an evolving CC as a consequence of therenormalization effects in a Quantum Field Theory (QFT)

The running depends on the renormalization scale and theactive dofs

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

The problem

The Universe seems to be in accelerated expansion

+ Characterization of a dark energy source as the cause ofacceleration

Nowadays, it is a degenerated problem

Evolving Cosmological Constant

We motivate an evolving CC as a consequence of therenormalization effects in a Quantum Field Theory (QFT)

The running depends on the renormalization scale and theactive dofs

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

The problem

The Universe seems to be in accelerated expansion

Characterization of a dark energy source as the cause ofacceleration

+ Nowadays, it is a degenerated problem

Evolving Cosmological Constant

We motivate an evolving CC as a consequence of therenormalization effects in a Quantum Field Theory (QFT)

The running depends on the renormalization scale and theactive dofs

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

The problem

The Universe seems to be in accelerated expansion

Characterization of a dark energy source as the cause ofacceleration

Nowadays, it is a degenerated problem

Evolving Cosmological Constant

+ We motivate an evolving CC as a consequence of therenormalization effects in a Quantum Field Theory (QFT)

The running depends on the renormalization scale and theactive dofs

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

The problem

The Universe seems to be in accelerated expansion

Characterization of a dark energy source as the cause ofacceleration

Nowadays, it is a degenerated problem

Evolving Cosmological Constant

We motivate an evolving CC as a consequence of therenormalization effects in a Quantum Field Theory (QFT)

+ The running depends on the renormalization scale and theactive dofs

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

Evolving Cosmological Constant (continued)

+ In our approach (Scenario 3), particles with M ∼ MPl areresponsible for the running

This evolution affects the standard cosmological equations

Running must be small in order to be compatible withstructure formation and CMB

Such an small evolution is difficult to detect by observations,although it is mandatory within a QFT

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

Evolving Cosmological Constant (continued)

In our approach (Scenario 3), particles with M ∼ MPl areresponsible for the running

+ This evolution affects the standard cosmological equations

Running must be small in order to be compatible withstructure formation and CMB

Such an small evolution is difficult to detect by observations,although it is mandatory within a QFT

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

Evolving Cosmological Constant (continued)

In our approach (Scenario 3), particles with M ∼ MPl areresponsible for the running

This evolution affects the standard cosmological equations

+ Running must be small in order to be compatible withstructure formation and CMB

Such an small evolution is difficult to detect by observations,although it is mandatory within a QFT

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

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Summary and conclusions

Evolving Cosmological Constant (continued)

In our approach (Scenario 3), particles with M ∼ MPl areresponsible for the running

This evolution affects the standard cosmological equations

Running must be small in order to be compatible withstructure formation and CMB

+ Such an small evolution is difficult to detect by observations,although it is mandatory within a QFT

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 141: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Summary and conclusions

Non-parametric Reconstructions

+ We apply an inverse approach to estimate w(z) and Λ(z) in anon-parametric way

We introduce a priori information to regularize the inversion

Results depend on priors, but we include Monte Carloexplorations to overcome this limitation

Current data can already rule out a constant dark energysource at low redshift at 1σ level

Future surveys such as SNAP or LSST will confirm that pointup to redshift one

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 142: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Summary and conclusions

Non-parametric Reconstructions

We apply an inverse approach to estimate w(z) and Λ(z) in anon-parametric way

+ We introduce a priori information to regularize the inversion

Results depend on priors, but we include Monte Carloexplorations to overcome this limitation

Current data can already rule out a constant dark energysource at low redshift at 1σ level

Future surveys such as SNAP or LSST will confirm that pointup to redshift one

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 143: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Summary and conclusions

Non-parametric Reconstructions

We apply an inverse approach to estimate w(z) and Λ(z) in anon-parametric way

We introduce a priori information to regularize the inversion

+ Results depend on priors, but we include Monte Carloexplorations to overcome this limitation

Current data can already rule out a constant dark energysource at low redshift at 1σ level

Future surveys such as SNAP or LSST will confirm that pointup to redshift one

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 144: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Summary and conclusions

Non-parametric Reconstructions

We apply an inverse approach to estimate w(z) and Λ(z) in anon-parametric way

We introduce a priori information to regularize the inversion

Results depend on priors, but we include Monte Carloexplorations to overcome this limitation

+ Current data can already rule out a constant dark energysource at low redshift at 1σ level

Future surveys such as SNAP or LSST will confirm that pointup to redshift one

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 145: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Summary and conclusions

Non-parametric Reconstructions

We apply an inverse approach to estimate w(z) and Λ(z) in anon-parametric way

We introduce a priori information to regularize the inversion

Results depend on priors, but we include Monte Carloexplorations to overcome this limitation

Current data can already rule out a constant dark energysource at low redshift at 1σ level

+ Future surveys such as SNAP or LSST will confirm that pointup to redshift one

Cristina Espana i Bonet Exploring the Evolution of Dark Energy and its Equation of State

Page 146: Exploring the Evolution of Dark Energy and its Equation of ...cristinae/CV/docs/tesiSlides.pdf · Exploring the Evolution of Dark Energy and its Equation of State Cristina Espana˜

Exploring the Evolution of Dark Energy

and its Equation of State

Cristina Espana i Bonet

Universitat de Barcelona

12th February, 2008

Advisor: Dra. Pilar Ruiz-Lapuente