Physics-informed neural networks for solving forward and inverse flow problems via the Boltzmann-BGK formulation

Q Lou, X Meng, GE Karniadakis - Journal of Computational Physics, 2021 - Elsevier
The Boltzmann equation with the Bhatnagar-Gross-Krook collision model (Boltzmann-BGK
equation) has been widely employed to describe multiscale flows, ie, from the hydrodynamic …

Modeling the separation of macromolecules: A review of current computer simulation methods

GW Slater, C Holm, MV Chubynsky… - …, 2009 - Wiley Online Library
Abstract Theory and numerical simulations play a major role in the development of improved
and novel separation methods. In some cases, computer simulations predict counterintuitive …

Polymer brushes under flow and in other out-of-equilibrium conditions

K Binder, T Kreer, A Milchev - Soft Matter, 2011 - pubs.rsc.org
Polymer brushes are formed from flexible linear macromolecules tethered at one chain end
to a solid substrate, forming a dense polymeric layer of polymer chains which are more or …

Self-diffusiophoresis of Janus catalytic micromotors in confined geometries

F Yang, S Qian, Y Zhao, R Qiao - Langmuir, 2016 - ACS Publications
The self-diffusiophoresis of Janus catalytic micromotors (JCMs) in confined environment is
studied using direct numerical simulations. The simulations revealed that, on average, the …

Dissipative particle dynamics in soft matter and polymeric applications—A review

E Moeendarbary, TY Ng, M Zangeneh - International Journal of …, 2010 - World Scientific
Computer simulations and in particular mesoscopic simulation techniques such as the
dissipative particle dynamics (DPD) technique, enable researchers to study the complexities …

Molecular dynamics simulations in coatings

A Kataria, S Zafar, A Verma, S Ogata - Coating Materials: Computational …, 2023 - Springer
Molecular dynamics-based simulations have been extensively used to study the effects of
coatings on a variety of surfaces. These coatings have found utilization in improving upon …

[HTML][HTML] Electroosmotic flow in mixed polymer brush-grafted nanochannels

Q Cao, H You - Polymers, 2016 - mdpi.com
Mixed polymer brush-grafted nanochannels—where two distinct species of polymers are
alternately grafted on the inner surface of nanochannels—are an interesting class of …

Electrophoresis: When hydrodynamics matter

TN Shendruk, OA Hickey, GW Slater… - Current opinion in colloid & …, 2012 - Elsevier
The combination of hydrodynamic and electrostatic interactions leads to non-trivial effects
that can be observed in various electrophoretic and electro-osmosis systems. In this article …

Influence of charged polymer coatings on electro-osmotic flow: molecular dynamics simulations

OA Hickey, C Holm, JL Harden, GW Slater - Macromolecules, 2011 - ACS Publications
Electro-osmotic flow (EOF) plays a crucial role in the functioning of devices in micro-and
nanofluidics. In order to optimize the operation of a device, polymer coatings are often used …

Electroosmotic flow in a nanofluidic channel coated with neutral polymers

Q Cao, C Zuo, L Li, Y Ma, N Li - Microfluidics and nanofluidics, 2010 - Springer
We use molecular dynamics simulations to investigate the control of electroosmotic flow by
grafting polymers onto two parallel channel walls. The effects of the grafting density and the …