55
Info Micro-Macro Theories Usefulness of Theory Codes Energy Loss Beamline Francesco Sottile ´ Ecole Polytechnique, Palaiseau - France European Theoretical Spectroscopy Facility (ETSF) 22 October 2010

Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

  • Upload
    others

  • View
    3

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Energy Loss Beamline

Francesco Sottile

Ecole Polytechnique, Palaiseau - FranceEuropean Theoretical Spectroscopy Facility (ETSF)

22 October 2010

Page 2: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Outline

Information about the Beamline

Calculation(microscopic)-Measurement(macroscopic) Connection

Underlying theory and approximations

Usefulness of Theory

Codes

Page 3: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Outline

Information about the Beamline

Calculation(microscopic)-Measurement(macroscopic) Connection

Underlying theory and approximations

Usefulness of Theory

Codes

Page 4: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

The Energy Loss Beamline

• Coordinator: Francesco Sottile(Palaiseau, [email protected])

• Experiments:• Electron Energy Loss Spectroscopy (EELS).• Reflection Electron Energy Loss Spectroscopy (REELS).• Inelastic and Coherent X-ray Scattering (IXS,CIXS).

• Systems:

• Bulk, Surfaces and Nanostructures.

• Methods:• Density functional approach: DFT-KS, TDDFT.• Many-body techniques: Bethe-Salpeter Equation.

• Nodes involved:

• Palaiseau, Rome, Milan, Grenoble

Page 5: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Page 6: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Energy Loss Function

d2σ

dΩdE∝ Im

ε−1

Page 7: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Page 8: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Page 9: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Page 10: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Page 11: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Page 12: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

Page 13: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Spectroscopy: Electron or X Scattering

d2σ

dΩdE∝ Im

ε−1

ε−1M(q, ω)

frequency-momentumdependent inverse

Macroscopic dielectricfunction

Page 14: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Outline

Information about the Beamline

Calculation(microscopic)-Measurement(macroscopic) Connection

Underlying theory and approximations

Usefulness of Theory

Codes

Page 15: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Microscopic-Macroscopic Connection

Theoretical definition

E(r, ω) =

∫dr ε−1(r, r′, ω)D(r′, ω)

constitutive closure to Maxwell equations

The connection ?

ε−1(r, r′, ω) =⇒ ε−1M (q, ω)

microscpic macroscopic

Page 16: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Theoretical definition in G space

E(q + G, ω) = ε−1G,G′(q, ω)D(q + G′, ω)

Page 17: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Theoretical definition in G space

E(q + G, ω) = ε−1G,0(q, ω)D(q + 0, ω)

Page 18: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Theoretical definition in G space

E(q + 0, ω) = ε−10,0(q, ω)D(q + 0, ω)

Page 19: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Theoretical definition in G space

E(q + 0, ω) = ε−10,0(q, ω)D(q + 0, ω)

Page 20: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Outline

Information about the Beamline

Calculation(microscopic)-Measurement(macroscopic) Connection

Underlying theory and approximations

Usefulness of Theory

Codes

Page 21: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Ab initio approach to calculate ε

Full polarizability

• TDDFT :: χ = χ0 + χ0(v + fxc

• BSE :: 4χ = 4χ0 + 4χ0(

4v + 4Ξ)

Dielectric function

ε−1GG′ (q, ω) = 1 + vG(q)χG,G′(q, ω)

Page 22: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Ab initio approach to calculate ε

TDDFT::

BSE::

Page 23: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

First step: the ground state calculation

• DFT with plane waves basis ψ(r) =∑

G cGeiG · r

• Cutoff energy Ecutoff = |Gmax|22 as a unique convergence

parameter

• pseudopotential (norm-conserving)

• LDA, GGA exchange-correlation potential

Results :: Eigenvalues (and eigenvectors)

ψnk , εnk , fnk

Page 24: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

First step: the ground state calculation

• DFT with plane waves basis ψ(r) =∑

G cGeiG · r

• Cutoff energy Ecutoff = |Gmax|22 as a unique convergence

parameter

• pseudopotential (norm-conserving)

• LDA, GGA exchange-correlation potential

Results :: Eigenvalues (and eigenvectors)

ψnk , εnk , fnki

unoccupied states

occupied states

j

Page 25: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Second step: the Independent Particle Polarizability (IPA)

χ0(r, r′, ω) =∑ij

φi(r)φ∗j (r)φ∗i (r′)φj(r′)

ω − (εi − εj)

χ0G,G′(q, ω) =

∑ij

< φi |e i(q+G)r|φj >< φi |e−i(q+G′)r′|φj >ω − (εi − εj)

Page 26: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Second step: the Independent Particle Polarizability (IPA)

IPA :: the easy way

εGG′(q, ω) = 1− vG(q)χ0G,G′(q, ω)

ε00(q, ω) = 1− v0(q)χ000(q, ω)

ELS = Im

1

ε00(q, ω)

Page 27: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Second step: the Independent Particle Polarizability (IPA)

IPA :: the easy way

εGG′(q, ω) = 1− vG(q)χ0G,G′(q, ω)

ε00(q, ω) = 1− v0(q)χ000(q, ω)

ELS = Im

1

ε00(q, ω)

Page 28: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Second step: the Independent Particle Polarizability (IPA)

IPA :: the easy way

εGG′(q, ω) = 1− vG(q)χ0G,G′(q, ω)

ε00(q, ω) = 1− v0(q)χ000(q, ω)

ELS = Im

1

ε00(q, ω)

Page 29: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Independent Particle Polarizability

Some good results ... (graphite)

A.Marinopoulos et al. Phys.Rev.Lett 89, 76402 (2002)

Page 30: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

ELS within RPA

RPA :: the inclusion of local fields

εGG′(q, ω) = 1− vG(q)χ0G,G′(q, ω)

ε−1GG′ (q, ω) 7→ ε−1

00 (q, ω)

ELS = Imε−1

00 (q, ω)

Page 31: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

ELS within RPA

RPA :: the inclusion of local fields

εGG′(q, ω) = 1− vG(q)χ0G,G′(q, ω)

ε−1GG′ (q, ω) 7→ ε−1

00 (q, ω)

ELS = Imε−1

00 (q, ω)

Page 32: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

ELS within RPA

RPA :: the inclusion of local fields

εGG′(q, ω) = 1− vG(q)χ0G,G′(q, ω)

ε−1GG′ (q, ω) 7→ ε−1

00 (q, ω)

ELS = Imε−1

00 (q, ω)

Page 33: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Ab initio approach

Full polarizability :: RPA

• TDDFT :: χ = χ0 + χ0(v + fxcXX

Page 34: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Beyond RPA :: through a kernel

ALDA kernel (GGA, EXX, etc.)

fxc =δV LDA

xc

δnδ(r, r′)(ω = 0)

Page 35: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Beyond RPA :: through a kernel

Full polarizability :: ALDA

• TDDFT :: χ = χ0 + χ0(v + f ALDA

xc

Page 36: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Beyond RPA :: through a kernel

Dielectric function

ε−1GG′ (q, ω) = 1 + vG(q)χG,G′(q, ω)

Page 37: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

ALDA results

ALDA on IXS of Silicon

H-C. Weissker et al., Physical Review Letters 97, 237602 (2006)

Page 38: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

BSE results

LiF - Energy Loss small non-zero momentum transfer

A.Marini, R. Del Sole and A.Rubio, Physical Review Letters 91, 256402 (2003)

Page 39: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Outline

Information about the Beamline

Calculation(microscopic)-Measurement(macroscopic) Connection

Underlying theory and approximations

Usefulness of Theory

Codes

Page 40: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Why the numerical approach is important

• Analysis

• Prediction

Page 41: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Why the numerical approach is important

• Analysis

• Prediction

Page 42: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Analysis

ELS of Hafnium Oxide

Zobelli and Sottile, to be published.

Page 43: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Analysis

ELS of Nanotubes

Kramberger et al., Phys. Rev. Lett. 100, 196803 (2008)

Page 44: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Analysis

Plasmons in graphite

Page 45: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Graphite: π–Plasmon

Induced charge fluctuations ρind = χϕext

• plane wave perturbation

ϕext(r, ω) ∝ e−i(ωt−qr)

• |q| = 0.74 A−1 , λ = 8.5 A

• ~ω = 7eV

Page 46: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Graphite: π–Plasmon

Induced charge fluctuations ρind = χϕext

• plane wave perturbation

ϕext(r, ω) ∝ e−i(ωt−qr)

• |q| = 0.74 A−1 , λ = 8.5 A

• ~ω = 7eV

Page 47: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Graphite: π–Plasmon

Induced charge fluctuations ρind = χϕext

ground state density

pz - orbitals sp2 - orbitals

Page 48: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Graphite: π + σ–Plasmon

Induced charge fluctuations ρind = χϕext

• plane wave perturbation

ϕext(r, ω) ∝ e−i(ωt−qr)

• |q| = 0.74 A−1 , λ = 8.5 A

• ~ω = 30eV

R. Hambach et al., to be published.

Page 49: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Graphite: π + σ–Plasmon

Induced charge fluctuations ρind = χϕext

(partial) ground state density

pz - orbitals sp2 - orbitals

R. Hambach et al., to be published.

Page 50: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Prediction

ELS of Hafnium Oxide

Zobelli and Sottile, to be published.

Page 51: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Valence Electron Loss Spectroscopy

Theoretical support and analysis

Technical aspects

• Easy convergence

• Spectra in absolute value

• whole dielectric 2-ranktensor

• CIXS, circular dichroismwith EELS

Limits

• 100-1000 atoms

• 0-100 eV

Page 52: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Valence Electron Loss Spectroscopy

Theoretical support and analysis

Analysis

• transition-based analysis

• graphical tools

• real, imaginary partanalysis

Limits

• 100-1000 atoms

• 0-100 eV

Page 53: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Semi-core states

L-edge of Silicon

Luppi et al. Phys. Rev. B 78, 245124 (2008)

Page 54: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

Outline

Information about the Beamline

Calculation(microscopic)-Measurement(macroscopic) Connection

Underlying theory and approximations

Usefulness of Theory

Codes

Page 55: Energy Loss Beamline - École Polytechnique...InfoMicro-MacroTheoriesUsefulness of TheoryCodes Energy Loss Beamline Francesco Sottile Ecole Polytechnique, Palaiseau - France European

Info Micro-Macro Theories Usefulness of Theory Codes

The Codes

• www.abinit.org

• www.dp-code.org

• www.bethe-salpeter.org

• www.yambo-code.org