t. odagaki department of physics, kyushu university t. yoshidome, a. koyama, a. yoshimori and j....

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T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September

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Page 1: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

T. Odagaki Department of Physics, Kyushu

University

T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui

Japan-France Seminar, Paris

September 30, 2005

Page 2: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Glass transition singularities

Dynamic transition

XT0T )( CT

Thermodynamic transition

gT KT

Phenomenological understanding Free energy landscape

Page 3: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Phenomenological understanding : Heat capacity

T. Tao &T.O(PRE 2002),T.O et al (JCP 2002),T. Tao et al (JCP2005)

aE

),( tTPa

Energy of basin a

Probability of being in basin a at t

),(),( tTPEtTE aa

a

0

0000

),(),(),(

TT

tTEtTEttTC

)0,(TC

),( TC

: Quenched

: Annealed

a

Page 4: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

)10,10,10( 642coolCt

)10( 2heatCt

☆Annealed to quenched transition

☆Cooling rate dependence

Annealed-to-quenched transition and cooling rate dependence

• 20 basins:Einstein oscillators

slow

fast

T. Tao, T. O and A. Yoshimori: JCP 122, 044505 (2005)

Page 5: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

1. Free Energy Landscape, CRR and SRR

2. Density Functional Theory and FEL

3. Principal Component Analysis and FEL

4 . Unifying Concept for Glass Transition

Outline

Page 6: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Landau theory for phase transitions

State realized in the presence of a suitable constraint

Page 7: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Free energy landscape picture

CTT

CTT

State realized in the presence of a suitable constraint

}{ iRConfigurational space

Page 8: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Definition of the free energy landscape Many basins appear below some

temperature Support fast and slow relaxations

Quasi-thermodynamic transition

Potential energy landscape does not have these properties.

Page 9: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Basic Concept for the FEL

Free energy landscape

..}){,,,(ln}){,,,( EKRNVTQTkRNVTF iBi

Configurational Partition Function for a constrained system

])(exp[})({ 2 i

iiii RrCRr

})({ ii Rr Choice for the gate function

① Within topologically identical Voronoi polyhedra:

mathematically well-defined, but hard to calculate

② Gaussian fields: practical

Niiii drdrRrrVN

RNVTQ 1})({})]({exp[!

1}){,,,(

Page 10: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Simultaneously and cooperatively rearranging regions

SRR: Difference between two adjacent basins

CRR: Atoms involved in the transition state

108

523.0

N

Page 11: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Density functional theoryfielddensity : )(r potential Grand: )]([ r

][)]}{,([ lrandomi RcTT

Glass formation

Y. Singh et al PRL(1985), C. Kaur & S. P.Das PRL(2001)

)0(

}){,(])(exp[)( 2i

iiC RRrr

})]{,([})({ ii RR

as a function of }{ iR

Free energy landscape

Page 12: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

))()()(()(2

1

))(()(

log)(][)]([

212121 ll

ll

l

cdd

dd

rrrrrr

rrr

rrr

: Direct correlation function)(rc

Percus-Yevick approximation

Ramakrishnan-Yussouff free energy functional

Page 13: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

108

523.0

N

Forced relaxation in FCC

Page 14: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

basin1 basin2

No of atoms in the core : 32555.0 362

String motion and CRR

Page 15: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

No of atoms in the core : 18501.0 362

basin 1 basin 2

String motion and CRR

Page 16: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

basin1 basin2

No of atoms in the core : 10501.0 32

String motion and CRR

Page 17: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Density dependence of the size of CRR

CRRN # of atoms in the core below which no relaxation occurs

Page 18: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Principal component analysisfor molecular simulations

Representative point in configurational space.

( )x t

N

ttyty

3

1T

0

0

)()(

lll VV

A

ttxtx T)()(

A

N

l llii tyVtx3

1 , )()(),()( T txVty ll

Page 19: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Mode projection onto 3D-real space

Fast Slow Total dynamics

Slow dynamics

Fast dynamics

600 K

N

Ll llii tyVtx3

1 ,Slow )()(

L

l llii tyVtx1 ,

Fast )()(

N

l llii tyVtx3

1 , )()(

Page 20: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

FEL in Principal component analysis

FEL :

---The observed rate of yl

   in a simulation.

( ) log ( )l l B l lf y k T p y

Probability distribution for yl

total,obs,obs /)()( lllll ZyZyp

)(,obs ll yZ

)(,obstotal

,obs llll yZdyZ

Page 21: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Dynamics on FEL

yl / λl1/2

400 K (>Tg) 200 K (<Tg)

2D contour maps of FEL’s. 10 1, / 2 3 10 [ ]eff l s

y l+1 / λ

l+11/

2

y l+1 / λ

l+11/

2

yl / λl1/2

Page 22: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Waiting time distribution for slow relaxation

g

dgCgp0

])(exp[)()( Prob. of activation free energy

2)( tt

)(

)()(1

)(*

gcg

gcgcc

TsT

TsTTTs

S

TkTs

Waiting time distribution

gneww 0

)(/* TsSn c :Size of CRR by Adam and Gibbs

SRR

CRR

Page 23: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Unifying concept

0t1 0T 0)( 0 Tsc

2t xT10 gTt 0D

2)(

)(

0

0

TT

TT

TsT

TsT

g

X

gcg

XcX

)/(

12

0TTT

T

gg

x

Characteristic Temperature Equation

Page 24: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Characteristic Temperature Equation

V B Kokshenev & P D Borges, JCP 122, 114510 (2005)

g

C

T

T

0/TTg

g

C

T

T

0/TTg

Page 25: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

Unified understanding by the FEL -Crystallization

T

Liquid

}{ iR

mT

Crystal

Page 26: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

TCT

Super cooled Liquid

slow relaxation fast relaxation

Glass

gT

t

Ideal Glass

Trapped in a basin

KT

Liquid

}{ iR

Unified understanding by the FEL -Vitrification

Page 27: T. Odagaki Department of Physics, Kyushu University T. Yoshidome, A. Koyama, A. Yoshimori and J. Matsui Japan-France Seminar, Paris September 30, 2005

ConclusionPhenomenological understanding

Construction of free energy landscape

○Dynamics in the FEL

Separation of slow dynamics

○Dynamics: Gaussian to non-Gaussian transition

○Thermodynamics: Annealed to quenched transition

○Density functional theory○Clear definition of CRR and SRR○Principal component analysis