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Diffuse scattering Isabelle Mirebeau Laboratoire Léon Brillouin CE-Saclay 91191 Gif-sur Yvette, FRANCE through a few examples

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Page 1: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Diffuse scattering

Isabelle Mirebeau Laboratoire Léon Brillouin

CE-Saclay 91191 Gif-sur Yvette, FRANCE

through a few examples

Page 2: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Outline

• General features • Nuclear diffuse scattering: local chemical order and/or static displacements

• Magnetic diffuse scattering: local magnetic order

Page 3: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

General features

•A simple example •How to describe the diffuse scattering? •Several lengthscales •NO time scale: what does the spectrometer measure?

Page 4: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

A simple example

Page 5: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

A simple example

2

b

22 bb

Bragg

Diffuse scattering

Page 6: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Laue background

A, B random

22 bb

2

bBragg

Towards ordering

Towards clustering

Q

Q

Q

N

N

N

0

Page 7: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

How to describe the diffuse scattering ?

in real space:

a deviation from the random/ordered state

in reciprocal space

a modulation between the Bragg peaks

2 options (+1)

• from the random state • from the ordered state

Page 8: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Short range order parameters • Deviation from random distribution • Local lattice distortions • Pair distribution function (pdf) • Local magnetic perturbations

• Correlation lengths • Critical behaviours

No obvious « a priori » description!

choice of the model depends on the context

Measure in absolute scale To decide if the model is realistic or not

How to describe the diffuse scattering ?

• from the disordered state • from the ordered state

From local constraints

• entropy • Mapping and gauge fields

Page 9: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

0.00

0.05

0.10

0.15

0.20

0.25

0.00

0.05

0.10

0.0 0.5 1.0 1.5 2.0 2.5

0.00

0.05

0.10

0.15

0.20

0.25

0.30

q (Å-1)

T=1.4 K

x=0 P=0

x=0.1 P=0

x=0.2 P=0

mag

net

ic in

tens

ity

Chemical Pressure

LRO induced by Tb/La dilution

Tb/La

(Tb1-xLax)2Mo2O7 Expanding the lattice

P

0.0 0.5 1.0 1.5 2.0 2.5

0.00

0.05

0.10

0.15

0.20

0.25

0.00

0.05

0.10

0.15

0.00

0.05

0.10

0.15

x=0.2 P=3.7 GPa

x=0.2 P=1.9 GPa

x=0.2 P=1.05 GPa

q (Å-1)

LRO destroyed by pressure

mag

net

ic in

tens

ity

Applied Pressure

A.Apetrei, I. M. et al

PRL 97, 206401 (2006)

Changing the band structure changes the magnetic frustration (sign of Mo-Mo interactions)

A. Apetrei ( thèse 2007)

Page 10: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

From the random state Look at the landscape!

Tb2Mo2O7 spin glass

RANDOM state (paramagnetic/disordered)

SRO parameters

Statistical information on the first neighbour shells (occupation/ relative spin orientations)

A.Apetrei, I. M. et al

PRL 97, 206401 (2006)

Page 11: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

From the ordered state

20 30 40 50 60 70 80 90 100

0

1000

2000

3000

4000

5000

[001]

m Mo

G

Mag

net

ic In

ten

sity

(ar

b. u

nit

s)

2 (deg.)

t Tb

G

x= 0.2 a.

model of the ordered state (refined crystal/magnetic structure)

correlation length

Information on the mesoscopic structure Diffuse scattering

Page 12: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

The tricky cases

0.00

0.05

0.10

x=0.1 P=0

0.00

0.05

0.10

0.15

x=0.2 P=1.9 GPa

q (Å-1)

Phase separation ?

mesoscopic structure ?

(Tb1-xLax)2Mo2O7

Quantum critical point

Induced by pressure or concentration

Page 13: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Several lengthscales

local order Near neighbours

Mesoscopic structures

Long Range Order

Type Typical lengthscale Example

A few unit cells 1-10 Å

A few tenths of unit cells 10-100 Å

Limited by exp. resolution > 500-1000 Å

Binary alloys spin glasses

Critical phenomena

Bragg

Page 14: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

NO Time scale!

Energy integration (diffraction)

instantaneous correlations!

Question : What does the spectrometer measure ?

i

dqS

),(

=1.22 Å =4.74 Å

Page 15: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Local chemical order

•Deviation from random distribution •Short range order parameters •Nuclear Diffuse scattering •Pair potentials •Example 1: (single crystal) : TiC vacancies •Example 2 : polycrystal: Fe-Cr alloys •How improve the data quality? • How improve the data treatment ?

The modern tool : pdf

Page 16: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Alloy: AcA BcB

CA+CB=1

Order parameter S n: ratio of A atoms « well placed » cA<n<1 0<S<1

B

A

c

cnS

Long Range Order Short Range Order All sites are statistically equivalents

PA=cA; PB=cB

S=0

SRO parameters n (Cowley-Warren)

B

nABn

c

RPR

)(1)(

A

nR

B Conditional Probability PAB

Surstructure I Bragg S2

origin

Local chemical order

Page 17: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Local Order parameters

B

nABn

c

RPR

)(1)(

A

nR

B

BnAB cRP )(

BnAB cRP )(

BnAB cRP )(

0)( nR

0)( nR

0)( nR

order

clustering

Random

1 B

A

c

c

5.0Ac

1)0(

nRn ;0)(

Alloy AcA BcB

CA+CB=1

011

ii iN

Calibration of the nuclear cross section (checks the consistency of the measurement)

Fitting constraints

Sum Rule (virtual) : Grand Canonical space

origin

SRO parameters n (Cowley-Warren)

Conditional Probability PAB

Page 18: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Chemical order parameters and nuclear diffuse scattering

Cowley-Warren model Alloy : A B A: cA B : cB

).cos()()( 2

n

n

nABBAN RQRbbcc

d

d

Laue background Périodic Modulation In reciprocal space

0

2ssQ

Scattering Vector

Cowley Phys.Rev. 77,669, (1950) Warren X ray diffraction (1968)

n

nnBA

n

nBBAA RQibbNRQibcbcNQI ).exp(.)().exp(.)()( 0

22

Bragg: average lattice Diffuse scattering : deviation

Diffuse cross section from chemical SRO

Page 19: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Mean field model Order parameters and pair potentials

)(2

1 BB

ij

AA

ij

AB

ijij VVVV

)]([2

1

,

B

j

A

i

B

j

A

i

AB

ij

B

j

B

i

BB

ij

A

j

ji

A

i

AA

ij VVVH

kT

QVcc

CTQ

BA )(21

),(

j

ji

iijVH ,4

1

0ijV

0ijV

Clapp et Moss Phys. Rev. 142, 418, (1966), et suivants

Effective pair potential Order, AF

Segregation, F Hamiltonien Ising

Diffuse cross section

Effective pair potentials (~mev)

Stability of the phase diagrams

Page 20: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Local order of carbon vacancies

Phase Diagram TiCx

Ordered Phase Ti2C Long Range Order of carbon vacancies in a fcc lattice

Propagation vector K= ½ ½ ½

Local Order in solid solution ?

carbon

Vacancy

Page 21: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Ordre local order of carbon vacancies in TiC0.64

Intensity from local order, calculated from the SRO parameters : 20

Intensity measured in situ : T=900 °C local order + lattice distortions Maxima at hkl positions ½ ½ ½

Intensity calculated by the Mean field (Clapp-Moss) model 4 pair potentials (2 main) V1=15; V2=48; V 3=-4; V4=8 meV

T. Priem (thèse 1988)

B. Beuneu, R. Caudron (Onera)

~30 parameters

20 SRO parameters

2 potentials

Page 22: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

From single crystal to polycrystal

i i

iiiABBA

N

QR

QRNbbcc

d

d sin)( 2

QR

QRRQ

sin).cos(

Loss of the periodicity

iiR )(

•Shifts of the positions of the diffuse maxima •Fit of a few ’s only

ith shell of radius Ri

FeCr alloys

Page 23: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Fe1-x-Crx alloys: why are they interesting ?

First and unique example of short range order inversion in a solid solution

Direct probe : Neutron diffuse scattering

• Resistivity • Bulk modulus • Aging (irradiation) • Formation energy

Physical consequences

origin: anomaly of the band structure : local magnetism of Cr

x<xc ordering x >xc clustering

x ~xc random

Possible applications in metallurgy

M. Hennion J. Phys. F (1982)

~ 700 papers and 800 citations/year about FeCr

Page 24: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

FeCr alloys : Short range order inversion

Importance des corrections

signal/background ratio increased by a factor ~20 with respect to first measurements

G. Parette, I. M. Phys. Rev. B (2010)

IM, M. Hennion, G. Parette, PRL(1984)

Page 25: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Fe1-xCrx , SRO parameters and Monte-Carlo Sim.

Simulation A.Caro et al Phys. Rev. Lett. 95, 075702, (2005). P. Erhart et al Phys. Rev B(2008)

Page 26: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Fe1-xCrx , pair potentials and ab initio models

Ab initio calculations: [ 8] M. Hennion J. Phys. F (1983) [19] Ruban et al Phys. Rev . B (2008)

Page 27: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

•Background ( Cd and empty sample holder) •transmission • angle dependent absorption • multiple scattering •Detector efficiency

How to improve the data quality?

The secrets:

• Decrease environmental background

• Take care of all corrections

• Calibrate the cross section in absolute scale

• Think about possible artefacts

Vacuum chamber..

Vanadium sample (Corrected)

• diffuse Magnetic scattering? play with H and (q, H) angle, polarized neutrons.. • inelastic (play with T) • Thermodynamical conditions (quench, in situ..)

• find the suitable conditions

Page 28: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

How to improve the data treatment ? The pdf

Pair Distribution Function ( for nuclear scattering) See P. Bordet , JDN15

Measured: from the TOTAL powder cross section S(Q) , corrected and normalized by <b>2

Calculated: from a structural model

Needs High statistics

and large Qmax

Peaks of G(r) • position: interatomic distances rij

• intensity : stucture factor bibj

• width : rij distribution, Debye-Waller, occupation disorder

Page 29: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

local magnetic order

•Diffuse scattering and … • magnetic fluctuations : above Tc

• spin waves : below Tc

• critical behaviour: around Tc

•Choose the right Q-scale

• Diffuse scattering in spin ices local constraints

Page 30: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Diffuse scattering and magnetic fluctuations : T>TC

2D fluctuations above TN in InMnO3

X. Fabrèges et al Phys. Rev. B (2011) T>TN

Fit by a 2d Warren function Phys.Rev (1941)

T<TN magnetic order with K=(0 0 1/2)

TN=120K

Jc=0

Page 31: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

T>>TC T>TC T=TC

Divergence of associated with 3d order (coupling between the planes)

From 2D to 3D order

Collapse of the 2D diffuse scattering and onset of Bragg peaks

Page 32: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Diffuse scattering and critical behaviour : T~TC

How diffuse scattering collapses on Bragg peaks: the scaling laws

A

C

T >> TC T~ TC

T<< TC

Page 33: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Towards a critical point at TC

Chemical : transition to a superstructure Magnetic : Ferro or AF transition

C

T >> TC

A

T~TC T << TC

)(~1

)(

)()(~

2

0

20

CT

CTT

TAA

qqAqIeSS R

r

0CTT

A

q

I

Imax~1/

q0

Width 2

q

T

TC

I q q0

: correlation length

Towards a transition

Page 34: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Diffuse scattering and spin waves T<TC

Zn2VO(PO4)2: Quantum fluctuations in a S=1/2, 2d- Antiferromagnet

Above TN Below TN

2d signal coexist with 3d order!

Why? S. M. Yusuf et al PRB (2010)

Page 35: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Diffuse scattering and spin waves T<TC

Zn2VO(PO4)2: Quantum fluctuations in a S=1/2, 2d- Antiferromagnet

T=0

S. M. Yusuf et al PRB (2010)

Calculation of the SW spectrum Powder average and projection in S(q) plane

Sum over energies in the range 0-Ei at constant Q modulus

program from S. Petit

Page 36: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Chose the right Q scale

Example: Pd1-xCox alloys

Giant moments/polarization cloud

M~10µB/ atom Co

Co

Pd Lc~ 20 Å

q~1 Å-1

diffuse scattering probes local inhomogeneities (above Tc)

Towards a ferromagnetic transition: from Diffuse scattering to SANS

Neutron intensity vs. T at Constant q x>0.1% : Ferro transition TC increases by 40K per Co %

q~10-2 Å-1

SANS probes: • the critical region • the spin waves

I (q) / (2+q2) peak of I(T) at TC

q~10-3 Å-1

SANS probes large defects ( Bloch walls)

I (q) q-4

I(T) M2(T)

I. M et al J. Mag. Mag. Mat 54, 997 (1986)

Page 37: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Diffuse scattering in Spin ices

Describe the diffuse scattering from a locally ordered state

• Local constraints : ice rules • Entropy • conservation laws and pinch points • mapping

Positional parameters Ising spins Effective spins

Water ice Spin ice Spin liquids..

Page 38: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

The ice rules

spins along <111 axes>, JZZ ferro

Two in- two out Spin ice Real ice

Frozen, disordered state with ground state entropy (akin to real ice)

Pyrochlore lattice with loosely connected tetrahedra

Page 39: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Conservation laws and diffuse scattering

2in-2out state yields a non divergent field

2 conditions for the energy

Free energy is determined by the entropy, maximized by states with M=0

The magnetic GS is a Coulomb Phase

Correlations are dipolar and anisotropic

PINCH POINTS

T. Fennell Science (2009) Review J. Phys. F (2012)

Nearby (002)

Page 40: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

𝑇𝑏2𝑇𝑖2𝑂7 - 50 mK 𝐻𝑜2𝑇𝑖2𝑂7 - 50 mK

S.Petit & al, PRB 86 (2012) S. Guitteny et al PRL(2013)

T.Fennell & al, Science 326 (2009)

Pinch points in both!

strong spectral weight at Q=0 no spectral weight at Q=0 ½ ½ ½ maxima : AF correlations

Classical spin ice (static and Ferro)

Diffuse scattering in spin Ice and spin liquid

Spin liquid (fluctuating and AF)

Page 41: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Analysis of the pinch points Strongly anisotropic correlations of algebric nature conservation law in TTO spin liquid analogous to the ice rules

S.Guitteny & al, PRL 111 (2013)

see also

T. Fennell et al PRL (2012)

~ 80 Å (perpendicular to the pinch point)

// ~ 8 Å (along <111>)

Page 42: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Other local constraints and pinch points

ferroelectrics spinels

Tomiyasu, PRL (2013)

Exp Calc.

Positional Correlations between H-atoms

Youngblood PRB (1978)

« Molecular modes »

Page 43: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Simulate the diffuse scattering in spin ices

Ho2Ti2O7 Spin ice: Monte-Carlo simulations of the near-neighbour model

Fennell et al Science(2009)

Bramwell et al PRL(2001)

Tb2Ti2O7 Spin liquid

complex Hamiltonian with several Energy terms

Mean field calculation

P. Bonville et al PRB (2014)

Exp.

Exp.

Page 44: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Simulate the diffuse scattering in frustrated magnets

Paddison and Goodwin PRL(2012)

• Calculate powder data from exact model

Recent attempt in geometrically frustrated systems : an empirical solution to fit the diffuse scattering

• Fit this data by Reverse Monte Carlo technique using additionnal constraint (minimize local variance of spin orientations)

• Rebuild the 3d pattern (single crystal)

Ideal spin ice

RMC rebuilt

Page 45: Isabelle Mirebeau - Bienvenue sur le site du LLB scattering__Mirebeau.pdf · Chemical order parameters and nuclear diffuse scattering Cowley-Warren model Alloy : A B A: c A B : c

Message to bring back

Diffuse scattering is crucial in many studies of condensed matter physics. For example:

local chemical order • informs on pair potentials which governs physical properties, • allows one to predict phase diagrams, with applications to material science

Studies of critical phenomena and scaling laws

New physical cases stimulate new approaches No a priori description!

T>> TC

T~Tc

T=0

• Low spin values, low dimensions, geometrical frustration • Local constraints yield general features (such as pinch points)

zero point fluctuations and GS entropy