Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics...

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Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International Conference on Inelastic X-Ray Scattering. Argonne National Labs Chicago September 20 2004
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Page 1: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Strongly Correlated Electron Systems a Dynamical Mean

Field Perspective

G. KotliarPhysics Department and Center for

Materials TheoryRutgers

5th International Conference on Inelastic X-Ray Scattering. Argonne National Labs Chicago September 20 2004

Page 2: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Outline

• Introduction to the concepts of the dynamical mean field method.

• Application: The temperature driven Mott transition. Theoretical predictions, and experiments. IXS ?

• Application: elemental Pu. DMFT predictions, and a key IXS experiment.

Page 3: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Electronic states in weakly and strongly correlated materials

• Simple metals, semiconductors. Fermi Liquid Description: Quasiparticles and quasiholes, (and their bound states ). Computational tool: Density functional theory + perturbation theory in W, GW method.

• Correlated electrons. Atomic states. Hubbard bands. Narrow bands. Many anomalies.

• Need tool that treats Hubbard bands, and quasiparticle bands, real and momentum space on the same footing. DMFT!

Page 4: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Strongly Correlated Electron Systems Display remarkable phenomena, that cannot be understood within the standard model of

solids. Resistivities that rise without sign of saturation beyond the Mott limit, (e.g. H. Takagi’s work on Vanadates), temperature

dependence of the integrated optical weight up to high frequency (e.g. Vandermarel’s work on Silicides).

Correlated electrons do “big things”, large volume collapses, colossal magnetoresitance, high temperature superconductivity . Properties are

very sensitive to structure chemistry and stoichiometry, and control parameters large non linear susceptibilites,etc……….

THE WHY

Page 5: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

C. Urano et. al. PRL 85, 1052 (2000)

Page 6: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

THE HOWTHE HOW

DYNAMICAL MEAN FIELD THEORY.

"Optimal Gaussian Medium " + " Local Quantum Degrees of Freedom " + "their interaction "

is a good reference frame for understanding, and predicting physical propertiesof correlated materials. Focus on local quantities, construct functionals of those quantities, similarities with

DFT.

How to think about their electronic states ?

How to compute their properties ?Mapping onto connecting their

properties, a simpler “reference system”. A self consistent impurity

modelliving on SITES, LINKS and

PLAQUETTES......

Need non perturbative tool.

Page 7: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Two paths for ab-initio calculation of electronic

structure of strongly correlated materials

Correlation Functions Total Energies etc.

Model Hamiltonian

Crystal structure +Atomic positions

DMFT ideas can be used in both cases.

Page 8: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

cluster cluster exterior exteriorH H H H

H clusterH

Simpler "medium" Hamiltonian

cluster exterior exteriorH H

Dynamical Mean Field Theory (DMFT) Cavity Construction: A. Georges and G. Kotliar PRB 45, 6479 (1992). C.DMFT G. Kotliar et. al. Phys. Rev. Lett 87,186401 (2001).

Page 9: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

One dimensional Hubbard model 2 site (LINK) CDMFT compare with Bethe Anzats, [V. Kancharla C. Bolech and GK PRB 67, 075110 (2003)][[M.CaponeM.Civelli V Kancharla C.Castellani and GK P. R B 69,195105 (2004) ]

U/t=4.

A rapidly convergent algorithm ?

Page 10: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Functional formulation. Chitra and Kotliar (2001), Savrasov and Kotliarcond- matt0308053 (2003).

1 †1( ) ( , ') ( ') ( ) ( ) ( )

2Cx V x x x i x x xff f y y-+ +òò ò

†( ') ( ')G R Ry r y r=- < > ( ') ( ) ( ') ( )R R R R Wf r f r f r f r< >- < >< >=

Ir>=|R, >

[ , ] [ , , 0, 0]EDMFT loc loc nonloc nonlocG W G W G W

1 1 1 10

1 1[ , ] [ ] [ ] [ , ]

2 2 C hartreeG W TrLnG Tr G G G TrLnW Tr V W W E G W

Double loop in Gloc and Wloc

Page 11: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Impurity model representability of spectral density functional.

Page 12: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

LDA+DMFT V. Anisimov, A. Poteryaev, M. Korotin, A. Anokhin

and G. Kotliar, J. Phys. Cond. Mat. 35, 7359 (1997). A Lichtenstein and M. Katsnelson PRB 57, 6884 (1988).

• The light, SP (or SPD) electrons are extended, well described by LDA .The heavy, D (or F) electrons are localized treat by DMFT.

• LDA Kohn Sham Hamiltonian already contains an average interaction of the heavy electrons, subtract this out by shifting the heavy level (double counting term)

Kinetic energy is provided by the Kohn Sham Hamiltonian (sometimes after downfolding ). The U matrix can be estimated from first principles of viewed as parameters. Solve resulting model using DMFT.

Page 13: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

What did we learn ? Schematic DMFT phase diagram and DOS of a partially frustrated integer filled

Hubbard model and pressure driven Mott transition.

M. Rozenberg G. Kotliar H. Kajueter G Thomas D. Rapkine J Honig and P Metcalf Phys. Rev. Lett. 75,

105 (1995)

Page 14: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

T

Page 15: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

How do we know there is some truth in this

picture ? Qualitative Predictions Verified • Two different features in spectra. Quasiparticles

bands and Hubbard bands.• Transfer of spectral weight which is non local in

frequency. Optics and Photoemission.• Two crossovers, associated with gap closure

and loss of coherence. Transport.• Mott transition endpoint, is Ising like, couples to

all electronic properties. • Recently numerical approaches in two

dimensions found the first order line(M. Imada), C-DMFT 4 site studies (Parcollet et. al.).

Page 16: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Evolution of the Spectral Function with Temperature

Anomalous transfer of spectral weight connected to the proximity to the Ising Mott endpoint (Kotliar Lange nd Rozenberg Phys. Rev. Lett. 84, 5180 (2000)

Page 17: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Anomalous transfer of optical spectral weight V2O3

:M Rozenberg G. Kotliar and H. Kajuter Phys. Rev. B 54, 8452 (1996).

M. Rozenberg G. Kotliar H. Kajueter G Tahomas D. Rapkikne J Honig and P Metcalf Phys. Rev. Lett. 75, 105 (1995)

Page 18: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.
Page 19: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Optical transfer of spectral weight , kappa organics. Eldridge, J., Kornelsen, K.,Wang, H.,Williams, J.,

Crouch, A., and Watkins, D., Sol. State. Comm., 79, 583 (1991).

M. Rozenberg G. Kotliar H. Kajueter G Tahomas D. Rapkikne J Honig and P Metcalf Phys. Rev. Lett. 75, 105 (1995)

Page 20: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Anomalous Resistivity and Mott transition Ni Se2-x Sx

Crossover from Fermi liquid to bad metal to semiconductor to paramagnetic insulator.

Page 21: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.
Page 22: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Anomalous transfer of optical spectral weight, NiSeS. [Miyasaka and Takagi

2000]

Page 23: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Ising critical endpoint found! In V2O3 P.

Limelette et.al. (Science 2003)

Page 24: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.
Page 25: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Ising critical endpoint found! In V2O3 P.

Limelette et.al. (Science 2003)

Page 26: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Why does it work: Energy Landscape of a Correlated Material and a top to bottom

approach to correlated materials.

Energy

Configurational Coordinate in the space of Hamiltonians

T

Single site DMFT. High temperature universality vs low temperature

sensitivity to detail for materials near a temperature-pressure driven

Mott transition

Page 27: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

What did we gain?

• Conceptual understanding of how the electronic structure evolves when the electron goes from localized to itinerant.

• Uc1 Uc2, transfer of spectral weight, ….• A general methodology which was extended to

clusters (non trivial!) and integrated into an electronic structure method, which allows us to incorporate structure and chemistry. Both are needed away from the high temperature universal region.

Page 28: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

• Mott transition across the 5f’s, a very interesting playground for studying correlated electron phenomena.

• DMFT ideas have been extended into a framework capable of making first principles first principles studies of correlated materials. Pu Phonons. Combining theory and experiments to separate the contributions of different energy scales, and length scales to the bonding

• In single site DMFT , superconductivity is an unavoidable consequence when we try to go move from a metallic state to a Mott insulator where the atoms have a closed shell (no entropy). Realization in Am under pressure ?

Page 29: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

DMFT Phonons in fcc DMFT Phonons in fcc -Pu: connect -Pu: connect bonding to energy and length scales.bonding to energy and length scales.

  C11 (GPa) C44 (GPa) C12 (GPa) C'(GPa)

Theory 34.56 33.03 26.81 3.88

Experiment 36.28 33.59 26.73 4.78

( Dai, Savrasov, Kotliar,Ledbetter, Migliori, Abrahams, Science, 9 May 2003)

(experiments from Wong et.al, Science, 22 August 2003)

Page 30: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Where do we go now ?• One can study a large number of experimentally

relevant problems within the single site framework.

• Continue the methodological development, we need tools!

• Solve the CDMFT Mott transition problem on the plaquette problem, hard, but it is a significant improvement, the early mean field theories while keeping its physical appeal.

• Study material trends, make contact with phenomenological approaches, doped semiconductors (Bhatt and Sachdev), heavy fermions , 115’s(Nakatsuji, Pines and Fisk )……

Page 31: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Evolution of the Spectral Function with Temperature

Anomalous transfer of spectral weight connected to the proximity to the Ising Mott endpoint (Kotliar Lange nd Rozenberg Phys. Rev. Lett. 84, 5180 (2000)

Page 32: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Pu in the periodic table

actinides

Page 33: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Mott transition in the actinide series (Smith Kmetko phase diagram)

Page 34: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Electronic Physics of Pu

Page 35: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Small amounts of Ga stabilize the phase (A. Lawson LANL)

Page 36: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Elastic Deformations

In most cubic materials the shear does not depend strongly on crystal orientation,fcc Al, c44/c’=1.2, in Pu C44/C’ ~ 6 largest shear anisotropy of any element.

Uniform compression:p=-B V/V Volume conserving deformations:

F/A=c44 x/L F/A=c’ x/L

Page 37: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Anomalous Resistivity

2 ( )F Fe k k l

h

Maximum metallic resistivity 2

Fe k

h

Page 38: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Specific heat and susceptibility.

Page 39: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Delta phase of Plutonium: Problems with LDA

o Many studies and implementations.(Freeman, Koelling 1972)APW methods, ASA and FP-LMTO Soderlind et. Al 1990, Kollar et.al 1997, Boettger et.al 1998, Wills et.al. 1999).all give an equilibrium an equilibrium volume of the volume of the phasephaseIs 35% lower than Is 35% lower than experiment experiment this is the largest discrepancy ever known in DFT based calculations.

• LSDA predicts magnetic long range (Solovyev et.al.) Experimentally Pu is not magnetic.

• If one treats the f electrons as part of the core LDA overestimates the volume by 30%

Page 40: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

DFT Studies of Pu • DFT in GGA predicts correctly the volume of

the phase of Pu, when full potential LMTO (Soderlind Eriksson and Wills) is used. This is usually taken as an indication that Pu is a weakly correlated system. Experimentally, there are clear signs of electron correlation in Pu .

.

Page 41: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Pu: DMFT total energy vs Volume (Savrasov Kotliar and Abrahams 2001)

Page 42: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Total Energy as a function of volume for Total Energy as a function of volume for Pu Pu W (ev) vs (a.u. 27.2 ev)

(Savrasov, Kotliar, Abrahams, Nature ( 2001)Non magnetic correlated state of fcc Pu.

iw

Zein Savrasov and Kotliar (2004)

Page 43: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Lda vs Exp Spectra

Page 44: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Alpha and delta Pu

Page 45: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Phonon Spectra

• Electrons are the glue that hold the atoms together. Vibration spectra (phonons) probe the electronic structure.

• Phonon spectra reveals instablities, via soft modes.

• Phonon spectrum of Pu had not been measured until recently.

Page 46: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Phonon freq (THz) vs q in delta Pu X. Dai et. al. Science vol 300, 953, 2003

Page 47: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Inelastic X Ray. Phonon energy 10 mev, photon energy 10 Kev.

E = Ei - EfQ =ki - kf

Page 48: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Expt. Wong et. al.

Page 49: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Expts’ Wong et. al.

Page 50: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

DMFT Phonons in fcc DMFT Phonons in fcc -Pu-Pu

  C11 (GPa) C44 (GPa) C12 (GPa) C'(GPa)

Theory 34.56 33.03 26.81 3.88

Experiment 36.28 33.59 26.73 4.78

( Dai, Savrasov, Kotliar,Ledbetter, Migliori, Abrahams, Science, 9 May 2003)

(experiments from Wong et.al, Science, 22 August 2003)

Page 51: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Conclusion• DMFT. Electronic Structure Method in

Development. a) quantitative results b) qualitative understanding by linking real materials to impurity models. Concepts to think about correlate materials.

• System specific. Many materials to be studied, realistic matrix elements for each spectroscopy. Optics. IXS.

• Interplay of theory and experiment. DMFT can enhance joint theoretical- experimental advances in the field of correlated electron materials.

Page 52: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.
Page 53: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Epsilon Plutonium.

Page 54: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Phonon entropy drives the epsilon delta phase transition

• Epsilon is slightly more delocalized than delta, has SMALLER volume and lies at HIGHER energy than delta at T=0. But it has a much larger phonon entropy than delta.

• At the phase transition the volume shrinks but the phonon entropy increases.

• Estimates of the phase transition following Drumont and G. Ackland et. al. PRB.65, 184104 (2002); (and neglecting electronic entropy). TC ~ 600 K.

Page 55: Strongly Correlated Electron Systems a Dynamical Mean Field Perspective G. Kotliar Physics Department and Center for Materials Theory Rutgers 5 th International.

Transverse Phonon along (0,1,1) in epsilon Pu in self

consistent Born approximation.