statistical properties of the landscape of a simple strong liquid model …. and something else

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STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL …. AND SOMETHING ELSE. • E. La Nave, P. Tartaglia, E. Zaccarelli (Roma ) • I. Saika-Voivod (Canada) • A. Moreno (Spain) • S. Bulderyev (N.Y. USA) 5th International Discussion Meeting on Relaxations in Complex Systems New results, Directions and Opportunities Francesco Sciortino

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5th International Discussion Meeting on Relaxations in Complex Systems New results, Directions and Opportunities. STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL …. AND SOMETHING ELSE. E. La Nave, P. Tartaglia, E. Zaccarelli (Roma ) I. Saika-Voivod (Canada) - PowerPoint PPT Presentation

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Page 1: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID

MODEL …. AND SOMETHING ELSE.

• E. La Nave, P. Tartaglia, E. Zaccarelli (Roma )

• I. Saika-Voivod (Canada)

• A. Moreno (Spain)

• S. Bulderyev (N.Y. USA)

5th International Discussion Meeting on Relaxations in Complex SystemsNew results, Directions and Opportunities

Francesco Sciortino

Page 2: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Outline

* Peter Harrowell (UCGS

Bangalore)

Part I -- A (numerically exact) calculation of the statistical properties of the landscape of a strong liquid

1. Thermodynamic in the Stillinger-Weber formalism2. Gaussian Statistic3. Deviation from Gaussian4. The model

• Dynamics ---- STRONG LIQUID• Landscape ---- KNOWN !

Part II -- Dynamic and Static heterogeneities (the central dogma*)

Page 3: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Thermodynamics in the IS formalism Stillinger-Weber

F(T)=-T Sconf(<eIS>, T) +fbasin(<eIS>,T)

with

fbasin(eIS,T)= eIS+fvib(eIS,T)

and

Sconf(T)=kBln[(<eIS>)]

Basin depth and shape

Number of explored basins

Free energy [for a recent review see FS JSTAT 5, p.05015 (2005)]

Page 4: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

The Random Energy Model for eIS

Hypothesis:

eIS)deIS=eN -----------------deISe-(e

IS -E

0)2/22

22

Sconf(eIS)/N=- (eIS-E0)2/22

Gaussian Landscape

Predictions of Gaussian Landscape (for identical basins)

Sconf(T)/N=- (<eIS(T)> -E0)2/22

<eIS(T)>=E0 - 2/kT

Page 5: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

T-dependence of <eIS> SPC/E LW-OTP

T-1 dependence observed in the studied T-rangeSupport for the Gaussian Approximation

Page 6: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

BMLJ Configurational Entropy

Page 7: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Non Gaussian behaviour in BKS silica (low )

Saika-Voivod et al Nature 412, 514-517, 2001

Heuer works Heuer

Page 8: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Density minimum and CV maximum in ST2 water (impossible in the gaussian landascape

Phys. Rev. Lett. 91, 155701, 2003)

inflection = CV max

inflection in energy

P.Poole

Page 9: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Eis e S conf for silica…

Esempio di forte

Non-Gaussian Behavior in SiO2

Saika-Voivod et al Nature 412, 514-517, 2001

Page 10: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Maximum Valency Model (Speedy-Debenedetti)

A minimal model for network forming liquids

SW if # of bonded particles <= NmaxHS if # of bonded particles > Nmax

V(r)

r

The IS configurations coincide with the bonding pattern !!!Zaccarelli et al PRL (2005)Moreno et al Cond Mat (2004)

Page 11: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Generic Phase Diagram for Square Well (3%)

Page 12: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Generic Phase Diagram for NMAX Square Well (3%)

Page 13: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Ground State Energy Known !(Liquid free energy known everywhere!)

It is possible to equilibrate at low T !

(Wertheim)

Page 14: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Specific Heat (Cv) Maxima

Page 15: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Viscosity and Diffusivity: Arrhenius

Page 16: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Stoke-Einstein Relation

Page 17: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Dynamics: Bond Lifetime

Page 18: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Pair-wise model (geometric correlation between bonds) (PMW, I. Nezbeda)

Page 19: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Connection between Dynamics and Structure !

Page 20: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

An IS is a bonding pattern !!!!!

F(T)=-T Sconf(<eIS>, T) +fbasin(<eIS>,T)

with

fbasin(eIS,T)= eIS+fvib(eIS,T)

and

Sconf(T)=kBln[(<eIS>)]

Basin depth and shape

Number of explored basins

Page 21: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

It is possible to calculate exactly the basin free energy !

Frenkel-Ladd

Page 22: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Entropies…

Svib increases linearly with the # of bonds

Sconf follows a x ln(x) law

Sconf does NOT extrapolate to zero

Page 23: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Self-consistent calculation ---> S(T)

Page 24: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Part 1 - Take home message(s):•Network forming liquids tend to reach their (bonding) ground state on cooling (eIS different from 1/T)

•The bonding ground state can be degenerate. Degeneracy related to the number of possible networks with full bonding.

•The discretines of the bonding energy (dominant as compared to the other interactions) favors an Arrhenius dynamics and a logarithmic IS entropy.

•Network liquids are intrinsically different from non-networks, The approach to the ground state is NOT hampered by phase separation

Page 25: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Part II -Dynamic HeterogeneitiesJ. Chem. Phys. B 108,19663,2004

(attempting to avoid any a priori definition) Look at differences between different realizations

SPC/E Water 100 realizations

nn distance =0.28 nm

Follow dyanmics for MSD = (2 x 0.28)2 nm2

Page 26: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

2MSD - vs - MSD

Page 27: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Connections with the landscape ?

Page 28: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Memory of the landscape location…..

Page 29: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Which D(eIS,T) ? 155 BMLJ

Page 30: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Which D(eIS,T) ?

Page 31: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Which D(eIS,T) ?

Page 32: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Conclusions… Part II

•Clear Connection between Local Dynamics and Local Landscape

•Deeper basins statistically generate slower dynamics

•Connection with the NGP

•More work to do !

See you in ……….

Page 33: STATISTICAL PROPERTIES OF THE LANDSCAPE OF A SIMPLE STRONG LIQUID MODEL  …. AND SOMETHING ELSE

Frenkel-Ladd (Einstein Crystal)