NEMD of Simple and Polymeric Liquids

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    614

    Nonequilibrium dynamics simulations of simple and

    polymeric fluids

     artin roger

    Computer simulations on classic model systems are

    continuing to enable significant progress to be made in

    research concerning the inter-relation between dynamics,

    structure and rheology of simple and polymeric fluids that are

    under the influence of an external field. This work includes

    studies on flow-induced alignment, self-assembly, phase

    transitions, anisotropic diffusion and the validation and

    improvement of the underlying models and techniques. The

    best insight into chain-structure relationships has come from

    idealized models.

    Addresses

    Institute of Polymers,Polymer Physics, ETHZentrum, CH 8092 ZOrich,

    Switzerland; e-mail: [email protected]

    Current Opinion in Colloid Interface Science 1998, 3:614 619

    Electronic identifier: 1359 0294 003 00614

    ~

    Current Chemistry Ltd ISSN 1359 0294

    Abbreviations

     DlMC (dynamic)Monte Carlo

    FENE finitely extendable nonlinear elastic

    U Lennard-Jones

    MD molecular dynamic

    NE nonequilibrium

    NEBD nonequilibrium Brownian dynamics

    WCA Weeks-Chandler-Andersen

    Introduction

    Molecular simulations

    aim

    to provide

    a d ir ec t r ou te from

    th e

    classic microscopic world

    to th e

    macroscopic world

    an d

    thus yield information that may be difficult to

    obtain

    from

    real experiments. Fo r simple, hard an d soft sphere model

    fluids, an d also for polymeric

    an d

    surfactant-based fluids,

    agreement with

    experimental

    data has b ee n o btaine d in

    predicting th e formation of micro- an d mesoscopic struc

    tures and

    n on -N ew to nia n p he no me na

    such as

    shear-thinning/thickening and normal stress differences.

    On the other hand, modern

    research is often

    devoted

    to

    studying

    a pp li ed p ro bl em s in making usc

    of methods

    which a rc n ot ye t understood. One of th e challenges in th e

    field of molecular simulations concerns th e appropriate for

    mulation

    of

    equations

    of

    change for variables

    of

    complex

    systems -

    an d

    their relationship to th e stress

    tensor

    - by

    means of nonequilibrium thermodynamics.

    T he most convenient and precise

    method

    to investigate

    th e

    response

    of

    a

    complex

    fluid to an external, for example, flow

    field, is th e nonequilibrium

      NE )

    molecular dynamics

      ~ [ O

    technique. This technique is based on th e numerical solu

    tion of Newton s equations of motion for a many-part ic le

    system

    whose

    interm olec ular p oten tials

    are given.

    Stochastic simulation m et ho ds , s uc h as nonequilibrium

    Brownian dynamics

      NEBD)

    an d

    their  equivalent

    -

    Fokkcr-Planck equations - treat th e dissipative part of th e

    N E ~ [ O

    mot ions in a less preci se way. In th e .dynamic   0 )

    Monrc Carlo   ~ [ C approach configurations are generated

    using random

    numhers

    obeying rules which e ns ur e t ha t

    mean values taken over

    th e

    sample correspond to

    ensemble

    averages

    rather

    t han t im e averages as for

    N E ~ [ D N E B D

    Other approaches are arising which treat particles as fields or

    usc particles which have

    memory of their

    own past;

    s ee t he

    later section on micro-macro modeling.

    Here, I review advances in th e science of classic continuum

    models which have been published within th e past year.

    Quantum

    mechanical and lattice models have been exclud

    ed from

    th e

    discussion; an art icle

    collection covering

    achievements in

    both

    fields appear ed in 1996 [1]. In this

    review I shall try to cover

    th e

    area concerning

    th e

    ranges

    of

    applications and attempts to meliorate coarse grained models

    in the mentioned fields.

    Simple and Gay erne fluids

    Simple

    model fluids, made

    of

    hard spheres,

    Weeks-Chandler-Anderson

      WCt\) or Lennard-jones

      LJ ) particles, serve as models for colloidal suspensions

    and

    solvents. These m od el s ys te ms

    exhibit

    liquid, solid,

    an d

    metastable phases,

    an d i nd ee d

    provide a good first

    approximation

    for real

    systems

    of

    such properties

    as liquid

    structure,

    transport properties,

    an d

    both

    liquid- and solid

    phase

    thermodynamic

    features. Fo r hard sphere fluids at

    moderate

    densities a

    tractable kinetic   Enskog) equation

    exists, which - for

    steady-shear

    - has

    been

    solved by a

    m o me n t m etho d [2], whose lowest order solution gives a

    good quantitative description of nonlinear viscoelastic

    effects, as

    substantiated

    by

    N E ~ [ D

    Only r ec en tl y h av e

    th e thermo-mechanical properties of th e frequently used,

    since short-ranged,

    truncated

    LJ i .e ., WCA

    simple

    model

    systems in

    their

    fluid

    an d

    fcc crystalline s ta te s w er e care

    fully computed [3 ]

    via

    ~ [ O .

    It s

    thermodynamic

    quantities, in th e fluid

    state

    were successfully compared

    with

    t he or et ic al e xp re ssi on s ba se d

    on a

    modified

    Carnahan-Stirling theory. This theory provides a handy

    description

    of

    th e shear modulus tensor) and th e

    Born-Green a nd f lu ct ua ti on c on ti bu ri on s to all

    th e

    thermo-mechanical properties of th e W C A s ys te m.

    T he

    shear modulus  tensor

    an d

    its Born-Green

    and

    fluctuation

    contributions of

    th e

    W CA s ys te m w er e i de n ti fi ed   O]

    T h e transient-time

    c or re la ti on f un ct io n

    technique

    of

    Morriss a nd E va ns has been applied [5,6°] to th e case

    o f

    an

    LJ fluid undergoing

    steady

    isothermal uniaxial a nd p la na r

    clongationul flow. Such calculations of stresses arc extreme

    ly

    efficient

    for .small

    applied

    s train ra tes ,

    where

    th e

    signal-co-noise ratio for

    th e

    equivalent direct time-averaged

    stresses is far roo low. At higher strain rates,

    the m etho d

    is

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    Nonequilibrium dynamics simulations of simple and polymeric fluids Kroger 6

    seen to faithfully

    reproduce th e

    long-time steady-state val

    ues, bu t is

    unable

    to

    account

    for

    transient

    oscillations.

    Enormous

    progress has b ee n m ad e recently in the s tu dy

    of

    a

    variety

    of phase

    transitions

    an d th e rheological behavior

    of Gay-Berne fluids [7-13]. T h e Gay-Berne potential has

    been

    u se d o ye r th e past decade to describe inter-molecu

    lar potential between tw o

    identical

    anisotropic molecules.

    T h e Gay-Berne potential is similar in form to th e LJ

    potential but has an ansisotropic

    shape

    a nd s tr en g th para

    meter describing th e interaction between tw o anisotropic

    molecules.

    Nematic viscosities

    w er e o bt ai ne d,

    an d th e

    structure of

    these f luids in the ir b u lk

    a n d c on fi ne d

    states,

    sueh

    as f il ms, have been

    worked

    out.

    Model

    fluids com

    posed of Gay-Berne particles

    already

    capture the essential

    dynamics of th e isotropic-nematic bulk ordering

    transition

    of simple

    liquid

    crystals.

    T h e dynamical

    properties of real

    liquid crystals are known to be affected by th e

    conforma

    tional

    freedom,

    particularly

    shape an d

    semi

    flexibility

    o f

    molecules. Tw o of th e promising

    steps

    in making progress

    ar c

    provided

    by Br ownian

    dynamics studies

    of

    single

    poly

    mer chains [14] as a

    sequence

    of Gay-Berne particles

    connected to each

    other

    by f lexibl e

    spacers,

    an d by

    studies

    of suspensions

    o f oblong

    particles [15]

    consisting

    of linear

    ly connected

    WCA

    spheres.

    T h e

    latter investigation

    revealed a shear-induced formation

    of

    a

    layered

    and hexag

    onal

    structure with an unexpected step-wise

    dynamics.

     lexible polymers

    T h e rheological properties o f macromolecular fluids are of

    fundamental interest

    to a

    number

    of

    chemical,

    biochemical

    and manufacturing

    industries,

    such

    as th e

    polymer and

    oil

    industries. While manufacturing

    techniques arc well

    estab

    lished, a detailed

    microscopic

    understanding

    of the

    rheological behavior is

    often

    difficult to

    obtain

    experimen

    tally. In

    recent

    years

    this knowledge deficit

    has been

    reduced with

    th e aid

    o f

    high-powered supercomputing.

    In

    th e

    study o fth e dynamics and structure of bulk polymer

    ic liquids, made of shor t or l ong, casuall y entangled chains,

    th e

     finitely extendable nonlinear elastic FEN E) force an d

    th e

     united

    atom model

    arc

    promising

    candidates for

    future

    work. There is

    ongoing

    progr ess in

    adjusting united

    atom

    mo d el p a ra meter s

    in order to ge t quantitative

    agreement

    with

    rheological data [16]. Th e FEN E model has less p ar a

    meters,

    bu t disregards

    chemical

    details,   has, however ,

    been

    shown

    that th e

    dynamics

    on time scales of

    relevance

    for

    th e

    rheological, optical an d structural properties of real

    p ol ym er s as well as these properties arc described well by

    th e F E N E model. Both th e models an d

    th e

    effect of their

    microscopic

    parameters such

    as

    chain length,

    polydispersity,

    temperature,

    density,

    concentration,

    flexibility an d flow

    parameters on th e macroscopic dynamics can be only

    obtained by simulation

    methods.

    T h e

    rheology

    an d

    flow-alignment

    of

    a

    monodisperse

    poly

    mer melt, modeled as a collection of flexible FEN E

    chains

    which was

    subjected

    to a u nia xi al

    elongational

    flow [17], a

    shear

    flow

    [ S ] an d

    pu t

    through

    a

    channel with

    a re

    entrant corner [19°],

    were

    determined by N E1 .I O. This

    modeling

    approach also e na bl ed t he

    detailed

    analysis

    of

    t he e nt an gl em en t

    network

    [20]. In addition, scattering

    functions became

    available

    for th e e x te nd e d, bidispersc

    model [21]. S pe ct ra l s im ul at io n a n d Brownian dynamics

    were combined to s tu dy t he recovery of

    F E N E

    polymer

    fluids after shear flow [22°]. T h e dynamics o f p h as e s ep a

    ration of a quenched polymer solution in two-dimensions

    has been characterized for F E N E polymer solutions with

    explicit LJ

    solvent

    particles [ YO] a basic but

    powerful

    approach

      FEI m -C

    where

    C indicates a cu t of th e

    poten

    t ial) to t he s tu dy of th e

    detailed

    rheology an d

    structure

    of

    flexible

    equilibrium

    polymers

    an d wo rm- lik e mice lle s u s es

    a modified F EN E potential which

    accounts

    for sci ssion

    and recombination of molecules [24].

    Conventional 1 .10 simulations of u ni te d a to m m od el s for

    alkane melts

    allowed

    for a

    test

    of

    a

    memory function theo

    ry of flexible polymers [25°]. Fo r th e s am e model th e

    equivalence of

    th e

    Grecn-Kubo a n d E i ns te i n

    approach to

    th e calculation of viscosity in

    both

    th e

    atomic an d

    molecu

    lar representations ha s been reported [26]; th e

    inapplicability o f

    th e Rouse

    model

    on

    time

    scales shorter

    t han t he Rouse time for th e

    united

    a to m m od el has also

    been proven [27,28]. T he dynamics of

    hexagonal

    cluster

    in g of short

    un it ed ato m chains, subjected

    to sudden

    cooling has been inspected [29]. All these investigations

    were devoted

    to resolve

    th e

    relationships between

    microstructure an d

    th e

    observed macroscopic thermody

    n am ic al , o pt ic al

    or

    m ec ha ni ca l b eh av io r

    o f

    polymeric

    mat er ials. A

    relationship between chain

    conformation

    an d

    rheology gives

    valuable information

    since it

    ca n

    be

    used

    to

    refine constitutive equations

    between

    stress an d

    deforma

    tion

    history,

    an d

    se t u p more

    simple

    models which capture

    th e behavior of th e more detailed

    models.

    Within th e next decade simplified and efficient)

    models,

    which

    profit from such investigations will

    enter

    th e market

    to be of

    relevance

    for

    th e

    development

    an d

    characteriza

    tion

    of

    ne w

    materials

    a nd t he ir d yn am ic

    behavior, I am

    c on vi nc ed t ha t r e ce n t t re n ds

    in

    specific modeling

    areas ca n

    be

    obtained

    from Table 1.

     emiflexible polymers

    Semi flexible model polymers

    with

    a f in it e bending rigidi

    ty arc of us c to l oo k into th e dynamics of

    actin

    filaments,

    DN A

    an d polyclcctrolytcs,

    Birefringence overshoots,

    various

    steady-state effects

    of

    semi

    flexible macromolecules

    undergoing shear

    flow

    an d

    extensional flow have been

    obtained

    by NEBO [30],

    NEBD/1 .IC [31]

    an d

    NE1 .IO [32°].

    T h e underlying

    model

    u ti li ze s a discrete version of th e Krurky-Porod worm-like

      or persistent)

    chain.

    T h e

    investigation

    of double-stranded

    scmiflcxiblc polymers

    using

    both

    analytical

    techniques

    an d 1 .10

    clarified

    -t he t em pe ra tu re driven

    transition

    b et we en t he worm-like

    an d

    twist

    structures

    [33°].

    Fo r

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    6 6 Dynamic aspects of col lo ids and interfaces

    weakly charged semi flexible chains within

    th e

    Debye-Hucckel

    approximation [34] and in

    the

    presence

    of

    counterions [35] the two concurrent, intrinsic and electro

    static-interaction-induced dynamical mechanisms produce

    an extraordinary scaling behavior

    of

    conformational quan

    tities; inhomogeneous charge distributions and

    th e

    formation

    of

    ion pairs can

    produce

    a collapse

    of

    the whole

    chain. The study

    of

    the dynamics

    of

    scmiflexible polymers

    is particularly useful to validitate assumptions in physical

    theories on this topic and to determine and influence the

    speed

    of mass transport and the mechanical properties of

    biological cells.

      luids in confined geometries

    Geometrical confinement

    of

    fluids tends to slow down

    their relaxation processes - caused by the

    reduction

    of

    the

    systems

    degrees of

    freedom

    - when compared with

    the

    corresponding

    bulk system.

    Contacts

    with interfaces

    arc realized, for

    example

    in films

    and

    brushes.

    For these

    geometries

    experimental characterization techniques are

    now widely available.

    Many of the

    experimental investi

    gations focus on slip

    effects

    and velocit y profile s,

    rheological

    and

    optical

    properties,

    sur face tension,

    anisotropic diffusion, and

    the

    influence

    of

    interfacial

     properties on these phenomena.

    In the following I will summarize

    recent

    works which

    extend the simulation

    methods

    validated for

    bulk

    fluids

    (see the

    preceding

    sections) to the above

    mentioned

    model fluids in confined geometries.

    The

    shear rheology

    of  wet

    polymer brushes and

    of

    inter

    acting brushes has been analyzed [36] via

    NEBD

    and [37J

    D;\IC, respectively. The adsorption and surface tension for

    FENE polymer solutions in contact with attractive or

    repulsive planar walls, as well as their phase behavior has

    been explored [3sooJ by

    D ~ I C

    For brushes of end-grafted,

    polar FENE polymer chains in a good, nonpolar solvent a

    charge-induced collapse of the chain and its dielectric

    properties have been probed [39J

    under the

    influence of an

    electric field by NE;\ID.

    The steady shear flow

    of

    scmiflexible chains (modeling n

    alkanes) [400°] and the oscillatory shear flow

    of FENE

    polymer melts [41°] confined between parallel plates have

    been carefully inspected .via NE1 .ID. Generalized bead

    spring model polymer films under the . action

    of

    external

    bending

    forces were also

    studied

    [42°J using

    N E ~ I

    The

    rheological behavior of molecular (simple fluid) films is also

    a topic of current interest, and has

    been

    probed, for exam

    ple, via isosrress-isosrrain

    ensemble

    i\IC simulations

    [43J.

    The interfacial s tructure and tension between the two

    immiscible phases for binary polymer blends composed

    of

    FENE chains [ l l J has

    been

    determined via 1 .10 and ;\IC.

    Capillary

    W,H CS

    were observed and it has been indicated that

    for relatively short time scales

    the

    dynamical scaling expo

    ncnt for an

    FENE

    polymer chain in solution is anomalous in

    two dimensions, contrary to

    the

    prediction of the Zirnrn

    model [45 ,46J.

    By means

    of

    NE1 .ID a new method

    to

    calculate growth

    rate constants

    of

    various   crystal faces from the fluctua

    tions

    of

    interfaces - ba sed on Onsagcr s hypothesis - has

    been validated [47°J. Results

    of

    the first

    combined

    Grand

    Canonical

      \ I C I N E ~ I D

    study

    of

    transport of a gas mixture

    through carbon nanopore, in the

    presence

    of an external

    chemical potential gradient are available [4SJ.

    Micro macro modeling

    In order to close the gap between different length and time

    scales in molecular simulations, models have appeared

    which will

    embed

    the information

    contained

    in the micro

    scopic conformations of macromolecules into

    th e

    simulation

    of

    macroscopic flows. From my view three

    of

    them arc

    of

    particular interest.

    An efficient model in which whole polymer chains arc rep

    resented

    as soft particles has been

    presented

    [49 ]. These

    particles arc characterized by their shapes and internal free

    energies, which are calculated from

    the

    distribution

    of

    con

    formations

    of

    microscopic chains, for example FENE

    chains. The inonomer density within a soft par ticle is cal

    culated from all conformations that possess its size and the

    intermolecular interaction strength between soft particles

    is assumed to be equal to the spatial overlap of

    monomer

    density distributions.

    Another new

    model for macroscopic flows, without

    the

    need

    for a constitutive relationship between stress and

    deformation has been tested [50

     

    J.

    Here, the collection

    of

    individual polymer chains is replaced by an ensemble

    of

    configuration fields, representing the internal degrees

    of

    f reedom, which are subjected to Brownian motion. The

    comparison with a parallel, equilibr ium simulat ion as a

    method to reduce the influence

    of

    stochastic noise on the

    calculated viscoelastic properties, called variance reduc

    t ion , has shown to be applicable [51J with this model.

    A third

    method, smooth

    particle applied mechanics

    ([52J

    and references therein), allows thermo-mechanical contin

    uum

    equations

    on a moving grid to

    be

    solved. By

    eliminating t he ordered grid, smooth particle applied

    mechanics resembles 1 .10. Complex hydrodynamics prob

    lems can be solved and its irnplcmcnrarion on parallel

    computers

    has been shown to be straightforward.

    Nonequilibrium thermodynamics

    The consistent

    jumping

    between different levels of descrip

    tion for complex fluids requires further developments and a

    better understanding

    of

    the theory

    of

    noncquilibriurn ther

    modynamics. I will briefly summarize approaches which

    should increase the quality of basic simulation concepts.

    The

    so-called matrix model, a

    thermodynamic

    framework

    for micro-rheological modeling,

    seems

    to be applicable for

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    Nonequilibrium dynamics simulations of

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    and polymeric f lu ids Kroger 617

    Table 1

    Publications

    per year fo r keywords; relative

    changes

    may

    also reflect

    the trends in corresponding

    research

    areas.

    Yearfor topic,

    199

    1991

    1992 1993 1994 1995 1996

    1997

    1998

    Dynamics simulation 2705 2954 3312

    3943

    4665

    5383 5998 588 58

    Molecular dynamics simulation 15 6 1642 1866

    1985

    2 44

    2 5

    2298

    2317 26

    Brownian dynamics simulation 62 78 86 111 112 114 132 145 200

    Molecular dynamics algorithm

    56

    62 81 101 112

    13

    128

    13

    100

    Surfactants computer simulation 7 9 10 6 10 11

    22

    8 21

    Fokker-Planck equation

    222

    168 199 219 269

    25

    278 268 280

    Lennard-Jones potential 136 140 177

    16

    176 200 240 25 250

    Coarse-grained model

    15

    23 14 31 41 40 46 57

    50

    FENE potential 4 5 6 8 6 9 13 18

    25

    Gay-Berne potential 2 3 4

    7

    6 15 16 23 25

    United atom potential

    2

    4

    8 6 7 10

    12

    12 18

    Entangled polymers 2 5 4 2 6 6 8 6

    7

    Polymer rheology 119 91

    124

    139 165 137 183 203 270

    Surfactant rheology 4 1 0 6 8 21 22 21

    9

    Polymer flow

    257 225 241

    3 6

    339

    339

    397

    399

    430

    Simple fluid flow 15 165 173 19 223 250

    255

    25

    280

     The numbers given for

    1998

    are extrapolated from the period January-May 1998,

    m od el s f or mu la te d at

    th e

    c on fi gu ra ti on t en so r l ev el of

    description.

    Combining

    th e

    matrix

    model with

    a

    Lagrangian simulation

    method

    an e xp li ci t s ol ut io n of

    th e

    configuration space distribution is

    obtained.

    Recently,

    th e

    elastic

    dumbbell

    model

    under shear

    has

    been

    worked

    ou t

    [53) a nd c om pa re d with

    NEBD

    results.

    This

    model an d

    also th e  Bracket formalism of Bcris an d E dw ar ds can be

    embedded w it hi n a m or e g en er al , s o- ca ll ed   GENERIC

    framework

    [5-l°

    and r ef er en ce s t he re in ), w hi ch u se s [ \ \

    separate

    g en er at or s for

    th e

    reversible

    an d

    irreversible

    dynamics, together w it h c er ta in

    symmetry

    requirements.

    By applying

    th e

    projection operator method

    th e

    equations

    for

    th e nonequilibrium

    reversible-irreversible

    coupling

    were stated

    and mic ro sco pi c e xp re ss io ns - wh ic h s ho ul d

    be

    further

    e xp lo re d by N E: - I D/ Br ow ni an d yn am ic s - for

    th e GENERIC building

    blocks

    were

    derived.

    A n on li ne ar r es po ns e theory for autonomous systems has

    been generalized in [55°) so that it describes

    th e

    response

    of classic many-body systems to large time-dependent

    external fields.

    The

    expressions were

    checked

    against

    N ~ I

    simulation results for both

    time-dependent

    linear

    response an d

    steady

    nonlinear response.

    -Hard

    sphere fluids

    Therrnosratting of

    molecular

    dynamics

    is a field

    of

    ongo

    ing discussion. Fo r

    example

    th e multifracral states found

    in reversibly

    thermostated

    hard-particle simulations have

    isomorphic counterparts in adiabatic flows [56). This

    recent

    finding

    supports

    th e quality of

    f re quentl y use d

    reversible thermostats.

     on lusions

    I have

    highlighted recent advances

    in

    th e study

    of classic

    continuum

    m od el s for

    complex

    fluids. In a dd it io n,

    on e

    may find an

    amount

    of research concerning too simplified

    m od el s. wh ic h is caused by

    th e

    fact that

    th e

    increase of

    available

    computing

    power is no t strong

    enough

    to co m

    pensate

    th e

    speed

    of

    development

    of

    approximations

    [57,58).

    Often m od el s w er e

    p ro po se d at

    one

    level

    an d

    subsequent

    approximation allows experimental

    data

    to be

    reproduced. Such models

    arc missing

    much of their

    early

    physical motivation. There is considerable

    interest

    in seri

    ous simulation results

    [59° an d

    efforts are

    underway

    to

    confirm th e underlying

    methods

    such as rhermostatting

    ensembles

    in simulations. Basic research on noncquilibri

    um

    thermodynamics

    even

    applied

    to

    simple

    s ys te ms , is

    still a challenging field. Overall improvements arc g oi ng

    to

    take

    place

    when

    information obtained from experi

    ments atomistic

    microscopic,

    coarse-grained

    macroscopic simulations

    and theory

    is

    combined an d

    every

    result may be

    regarded

    as a part of this

    attempt

    either

    positive or negative.

    Reasonable coarse-grained modeling for polymers

    avoiding

    assumptions

    related to

    hydrodynamic

    interac

    tions,

    a nd e xc lu de d

    volume

    stretching mechanisms

    for

    m ole cula r ba ckbone s

    diffusion

    behavior

    an d

    phase

    space equilibrium

    is p ar ti cu la rl y w el l done

    using

    th e

    FE N E model

    - an d its

    slightly

    modified

    versions

    which

    for

    example account

    for semif le xi bi li ty or scis

    sion -

    an d

    also by

    simulating

    explicit

    solvent

    particles.

    But

    for

    entangled polymers

    in

    confined

    geometries

    for

    example

    most

    relevant

    time scales arc j ust c omi ng into

    reach of simulations.

    Trends for th e increase in relevance of selected molecu

    lar models

    simulation

    techniques

    an d

    r es ea rc h a re as arc

    reflected

    by th e relative

    changes

    o f s u bs e qu e nt

    entries

    in

    Table

    1.

    It

    seems

    to

    be inescapable,

    that

    serious validation

    of

    mod

    els will have to pr oce ed from small to large scales,

    hence

    retrospectively, in future works.

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      8 Dynamic aspec ts

    of

    colloids

    and interfaces

     eferences nd recommended re ding

    Papersof particular interest, published within the annualperiod of review,

    havebeen highlighted as:

    • of special interest

    •• of outstanding interest

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    The WCA potentialis quite popular in molecularsimulation studies of simple

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    An easynew technique to simulatethe elongationalflow of a simple atomic

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    The method of NEMD is reviewed. Special emphasisis placed on the simu

    lation of plane Couelte f low, and results for simple and complex fluids.

    Particular emphasisis placed on olymericliquids and anisotropic fluids such

    as nematic liquid crystals ferro-fluids, magneto- or electro-rheological fluids.

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    Demonstratesthat the spectral technique is significantly more computation

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    A detailed understanding of such a network pattern formation will be of

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    in other diverse complex fluid systems such as gels, an interpenetrating net

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    time

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    Excellentagreementwith the simulationsis found for all correlation functions

    and all times for the decane dynamics, provided the theory employs one,

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    the Rouse model.

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    J

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    DY

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    unentangled polyethylene melt: a critical

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    from molecular dynamics simulations.

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    Nonequilibrium

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    and

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    Therehavebeennumerous previous

    simulations

    addressing static properties only

    whileinthis

    state of the art

    studyanalready

    validated

    DMC methodhasbeenused

    to resolve the interplay betweenstaticanddynamicproperties of polymer brushes.

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    oligomer meltsvia NEMD.In myview,investigations in thisfield arestilltoo rare.

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