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Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: [email protected]

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Page 1: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Dynamic arrest in colloidal systems:

from glasses to gels

Francesco Sciortino

Email: [email protected]

Page 2: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Outline

Routes to gelation in colloidal systems.

Hard-Sphere Glasses Attractive Glasses

Phase-separation driven gels (D. Weitz)Competing Interactions arrested states

Equilibrium Gels

Page 3: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Colloids…..

Greek for Glue….

Nano and micromiter sized particles dispersed in a solvent

(proteins….. )

From a physicist point of view…

•Effective interactions …..•Super-atoms with designed interactions….

•Realization of theoretical models (hard-spheres). Test for integral equations approaches.•Size comparable to light wavelength… (confocal microscopy)

Page 4: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Colloids: Possibility to control theInterparticle interactions

Chemistry (surface)

Physic Processes (solvent modulation, polydispersity,Depletions)

r

r

r

Hard Sphere

Asakura-Oosawa

Yukawa

+ ++

+

- -

-

In this talk !

Page 5: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

The simplest colloids: hard spheres: Entropy at work

Single control parameter: packing fraction

0.49 0.54 0.58glasscrystal(FCC)

fluid+crystal

Pusey &Van MegenNature 1986

V(r)

Page 6: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Signatures of the slowing down of the dynamics (with packing…. or with T) - The log-scale

Page 7: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

van Megen and S.M. Underwood Phys. Rev. Lett. 70, 2766 (1993)

(t) HS (slow) dynamics

Page 8: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

.Two time scales: The Cage Effect

(in HS).

Rattling in thecage

Cagechanges

log(t)

(t) Non ergodicity parameter fq

Order parameterof the transition

Page 9: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Mean square displacement (in the glass)

log(t)

(0.1 )2

MSD

Localizzationlength

Page 10: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Equazioni MCT !

Page 11: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

van Megen and S.M. Underwood Phys. Rev. Lett. 70, 2766 (1993)

(t) HS (slow) dynamics

Page 12: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

MCT --- Comparison “simulation” and “theory” for Binary HS

Foffi et al Phys. Rev. E 69, 011505, 2004

A=1B=0.6

1/l

Page 13: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

The effect of short-range attraction on the Phase Diagram

hard spheres large range short range

Anderson and Lekkerkerker, Nature 2001

Page 14: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Depletion Interactions:

V(r )

r

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Page 15: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Hard Spheres Potential

Square-Well short range attractive Potential

Can the localization length be controlled in a different way ?

What if we add a short-range attraction ?

lowering T

Page 16: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Log(t)

Mean squared displacement

repulsiveattractive

(0.1 )2

A model with two different localization lengths

How does the system change from one confinement to the other ?

Page 17: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

MCT predictions for short range attractive square-well

hard-sphere glass

(repulsive)

Short-range attractive glass

fluid

Type B

A3

Fluid-Glass on cooling and heating !!

Controlled by

Fabbian et al PRE R1347 (1999)Bergenholtz and Fuchs, PRE 59 5708 (1999)

Page 18: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

MCT Predictions:

Wavevector dependence of the non ergodicity parameter (plateau) along

the glass line

Fabbian et al PRE R1347 (1999)Bergenholtz and Fuchs, PRE 59 5708 (1999)

Page 19: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Comparing simulation and theory in the A4-region

Page 20: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Tem

pera

ture

Glass samplesFluid samples

MCT fluid-glass

line

Page 21: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !
Page 22: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Temperature

Colloidal-Polymer Mixture with Re-entrant Glass Transition in a Depletion Interactions

T. Eckert and E. Bartsch

Phys.Rev. Lett. 89 125701 (2002)

Page 23: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Arrest phenomena in short-range potentials

Competition betweenexcluded volume caging andbond caging

Page 24: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

foffi

Adding “gels” in the picture:Joining thermodynamics and dynamics information

What are the possible scenarios ?

Page 25: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

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Nature, in press

For HS+attraction, arrest at low (gelation) is the result of a phase separation process interrupted by the glass transition

CONFOCAL IMAGES (THE REAL STUFF!)

Page 26: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

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Page 27: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Gels resulting from arrested phase separation (interrupted by the glass transition)

arrested dense phase

quench

Scenario 1): Non-equilibrium route to gelation

Page 28: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

How to go to low T at low (in metastable equilibrium)

reducing “valence”

How to suppress phase separation ?

Competing interactions

Page 29: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

The quest for the ideal (thermoreversible) gel….model1) Long Living reversible bonds

2)No Phase Separation(No Crystallization)

Are 1 and 2 mutually exclusive ?LowTemperatur

e

Phase-separation

Long Bond Lifetime

Page 30: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

How to stay at low T without phase-separating ?

Reasons for separation: (Frank, Hill, Coniglio)

Physical Clusters at low T

if the infinite cluster (the liquid state !) is the lowest (free)energy stateHow to make the surface as stable

as the bulk (or more)?

Page 31: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Attraction and Repulsion (Yukawa)

Page 32: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Short Range Attraction,--dominant in small clusters

Longer Range Repulsion

Competition Between Short Range Attraction and longer Range Repulsion: Role in the clustering

Importance of the short-range attraction: Only nn interactions

Page 33: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Cluster Ground State: Attraction and Repulsion

Vanishing of !

Page 34: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

A=8 =0.5

A=0.05=2

Typical shapes in the ground state

Page 35: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Size dependence of the cluster shape

“Linear” shape is an “attractor”

Page 36: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !
Page 37: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !
Page 38: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !
Page 39: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

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T=0.15 T=0.10

Page 40: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Shurtemberger

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Proteins as colloids…

Page 41: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Scenario 2): equilibrium route to gelationwith long-range repulsion

equilibrium gelation

Page 42: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

How to go to low T at low (in metastable equilibrium)

reducing “valence”

How to suppress phase separation ?

Competing interactions

Page 43: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !
Page 44: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

DNA functionalized particles: modulating the interaction

Page 45: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

patchy colloids - colloidal molecules

Hard-Core (gray spheres); Short-range Square-Well (gold patchy sites)

Self-Organization of Bidisperse Colloids in Water Droplets Cho et al J. Am. Chem. Soc. 2005 127, p. 15968

Page 46: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Phase- Diagram -- valence depencence

Empty liquids !Cooling the liquids without phase separating!

Bianchi et al, PRL 2006

Page 47: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Phase Diagram - Theory and Simulations

Page 48: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Phase diagram of a small valence system (exact description)

Flory-Stockmayercluster size distributionsobserved

arrest line

Page 49: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

A snapshot of <M>=2.025

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N3=330

N2=5670

T=0.05, =0.01

An “empty liquid” configuration

Page 50: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Scenario 3): equilibrium route to gelation

with patches

Page 51: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

One last connection… atomic and molecular networks….

Physical Gels <===> Network forming liquids

Silica

Water

Water

Page 52: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Summary: routes to gels

arrested phase separation: non-equilibrium route

Equilibrium routes to gelation:with long-range repulsion / with patches

Zaccarelli, JPCM 19, 323101 (2007)

Page 53: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

In collaboration with……

Piero TartagliaEmanuela Zaccarelli

Ivan Saika-Voivod (now Canada)Emanuela BianchiJulio Largo (now Spain)Angel Moreno (now Spain)Stefano Mossa (now France ESRF)

Sergey Buldyrev (New York)

Page 54: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Conclusions…. (open questions)

Glass-glass transitions

Empty liquids

Competing interactions

Network-forming liquids --- equilibrium gels (no Kauzmann)

Self-assembly and network formation (loops)

Surface geometry (Janus particles)

Page 55: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Role of T and :

On cooling (or on increasing attraction), monomers tend to cluster….

From isolated to interacting clusters

In the region of the phase diagram where the attractive potential would generate a phase separation….repulsion slows down (or stop) aggregation. The range of the attractive interactions plays a role.

How do clusters interact ?

Page 56: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

How do “spherical” clusters interact ?

Page 57: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Yukawa Phase Diagram

bcc

fcc

bcc

3/6 n

Page 58: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

N=1

3/6 n

Page 59: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

N=2

3/6 n

Page 60: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

N=43/6 n

Page 61: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

N=8

3/6 n

Page 62: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

N=16

3/6 n

Page 63: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

N=32

3/6 n

Page 64: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

N=64

3/6 n

Page 65: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

Yukawa Phase Diagram

3/6 n

Page 66: Dynamic arrest in colloidal systems: from glasses to gels Francesco Sciortino Email: francesco.sciortino@phys.uniroma1.it Titolo !

lowering T

Increasing packing fraction