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H. Meyer, J. Wittmer A. Johner, A. N. Semenov J. Baschnagel Institut Charles Sadron Université de Strasbourg Strasbourg, France Molecular simulations in polymer physics

Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

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Page 1: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

H. Meyer, J. Wittmer

A. Johner, A. N. Semenov

J. Baschnagel

Institut Charles Sadron

Université de Strasbourg

Strasbourg, France

Molecular simulations in polymer physics

Page 2: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Introduction● neutral chain

● good solvent

Polymer := chain molecule with N monomers

Example: polyethylene (monomer = CH2)

end-to-end distance:

N = 1 04 R~ 1 02n m

bond length ~ 0.1 nm

connectivity

repulsive interaction

Page 3: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Introduction● neutral chain

● good solvent

Polymer := chain molecule with N monomers

local properties

depend on chemistry

Example: polyethylene (monomer = CH2)

end-to-end distance:

N = 1 04 R~ 1 02n m

bond length ~ 0.1 nm

connectivity

repulsive interaction

Page 4: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Introduction● neutral chain

● good solvent

Polymer := chain molecule with N monomers

local properties

depend on chemistry

global properties = universal

1 /N = T−T c/T c

polymer critical system

P.-G. de Gennes

1972

Example: polyethylene (monomer = CH2)

end-to-end distance:

N = 1 04 R~ 1 02n m

R = be N0.588

bond length ~ 0.1 nm

connectivity

repulsive interaction

Page 5: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Introduction● neutral chain

● good solvent

Polymer := chain molecule with N monomers

all atom models

polymeric materials

mesoscopic models polymer melt

many chain

systems

Example: polyethylene (monomer = CH2)

end-to-end distance:

N = 1 04 R~ 1 02n m

R = be N0.588

bond length ~ 0.1 nm

connectivity

repulsive interaction

Page 6: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Introduction● neutral chain

● good solvent

Polymer := chain molecule with N monomers

all atom models

polymeric materials

mesoscopic models

1. generic models

2. derived models

polymer melt

many chain

systems

Example: polyethylene (monomer = CH2)

end-to-end distance:

N = 1 04 R~ 1 02n m

R = be N0.588

bond length ~ 0.1 nm

connectivity

repulsive interaction

Page 7: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Introduction● neutral chain

● good solvent

Polymer := chain molecule with N monomers

all atom models

polymeric materials

mesoscopic models

1. generic models

2. derived models

polymer melt

many chain

systems

Example: polyethylene (monomer = CH2)

end-to-end distance:

N = 1 04 R~ 1 02n m

R = be N0.588

bond length ~ 0.1 nm

connectivity

repulsive interaction

Page 8: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Polymer melts: universal properties

Polymer melt : many-chain system

Page 9: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Polymer melts: universal properties

Polymer melt : many-chain system

solution melt

isolated chains chain overlap

connectivity

repulsion

Page 10: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Polymer melts: universal properties

Polymer melt : many-chain system

solution melt

isolated chains chain overlap UEr = weak

UEr Edwards potential

1975

S. F. EdwardsS. F. Edwardsconnectivity

repulsion

Page 11: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Polymer melts: universal properties

Polymer melt : many-chain system

Flory ideality hypothesis (1949) :

“Chains in a melt are (nearly) ideal.”

solution melt

isolated chains chain overlap ideal chainUEr = weak

UEr Edwards potential

connectivity

repulsion

connectivity

Page 12: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

Page 13: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 14: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 15: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 16: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 17: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 18: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 19: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 20: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p

Perturbation theory N ∞

UEr = weakEdwards potential

ideal chains

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 21: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p

Perturbation theory N ∞

UEr = weakEdwards potential

Ps =cP

s3 /2, cP ∝

1

be3

ideal chains

monomer density

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 22: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Bond-bond correlations

n

m = n + s

s monomers

b n

bm

Ps ∝ ⟨b n⋅bns ⟩ ∝ exp− sl p ideal chains

interaction

Bond-fluctuation model

N = 8192 (128 chains): ~ 1000 000 monomers

[ J. Wittmer, H. Meyer, et al., PRE 76, 011803 (2007)]

Page 23: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Simulating long chains

displacement: r i r i '= r i r

⇔ x x ' ⇒ U x '

min 1,exp{−[U x '−U x ] / kBT }

accept according to Metropolis criterion:

configuration x : U xBond-fluctuation model:

interaction

local move

[J. Baschnagel, et al., NIC series 23, 83 (2004); http://www.fz-juelich.de/nic-series]

Page 24: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Simulating long chains

displacement: r i r i '= r i r

⇔ x x ' ⇒ U x '

min 1,exp{−[U x '−U x ] / kBT }

accept according to Metropolis criterion:

configuration x : U xBond-fluctuation model:

interaction

local move

slithering snake

nonlocal moves

[J. Baschnagel, et al., NIC series 23, 83 (2004); http://www.fz-juelich.de/nic-series]

Page 25: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Simulating long chains configuration x : U x

displacement: r i r i '= r i r

⇔ x x ' ⇒ U x '

min 1,exp{−[U x '−U x ] / kBT }

accept according to Metropolis criterion:

Bond-fluctuation model:

interaction

local move

slithering snake

nonlocal moves

N-conserving connectivity altering move

[J. Baschnagel, et al., NIC series 23, 83 (2004); http://www.fz-juelich.de/nic-series]

Page 26: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

10-2 10-1 100 101 102 103 104 10510-3

10-2

10-1

100

∝ t-0.25

Ne = 36

PB18000 N=324PB11400 N=205PB9470 N=169PB4600 N=83PB2020 N=36 (= M

e)

PB466 N=8

Kreer et al. N=512 N=128 N=64 N=32 N=16

∝ t-0.5

t / τs

(Rouse)

φ b(t

/τs)

Bond-bond correlations: dynamics

b t =⟨ bn t ⋅

bn 0 ⟩

⟨ b n20 ⟩

Bond-fluctuation model:local moves

Polybutadiene:field cycling NMR

b n 0 b n t

n n

time

increases

b s =1e

[A. Herrmann, et al., Macromolecules 42, 2063 (2009)]

1

bt /s

Page 27: Molecular simulations in polymer physics · Introduction neutral chain good solvent Polymer := chain molecule with N monomers local properties depend on chemistry global properties

Summary

end-to-end distance:

N = 1 04 R~ 1 02n m

bond length ~ 0.1 nm

connectivity

repulsive interaction

all atom models

polymeric materials

mesoscopic models

● conformation,

structure

● dynamics

polymer melt

many chain

systems

chemical specificity large degree of universal behavior