87 citations · 200 across the 5 of their papers we have counts for
5 papers
Efficient Learning of Accurate Surrogates for Simulations of Complex Systems
A. Diaw, M. McKerns, I. Sagert +2
Machine learning methods are increasingly used to build computationally inexpensive surrogates for complex physical models. The predictive capability of these surrogates suffers wh…
Dynamic Density Functional Theory of Multicomponent Cellular Membranes
Liam G. Stanton, Tomas Oppelstrup, Timothy S. Carpenter +4
We present a continuum model trained on molecular dynamics (MD) simulations for cellular membranes composed of an arbitrary number of lipid types. The model is constructed within t…
Review of the First Charged-Particle Transport Coefficient Comparison Workshop
P. E. Grabowski, S. B. Hansen, M. S. Murillo +42
We present the results of the first Charged-Particle Transport Coefficient Code Comparison Workshop, which was held in Albuquerque, NM October 4-6, 2016. In this first workshop, sc…
Coupling Strength in Coulomb and Yukawa One-Component Plasmas
T. Ott, M. Bonitz, L. Stanton +1
In a non-ideal classical Coulomb one-component plasma (OCP) all thermodynamic properties are known to depend only on a single parameter -- the coupling parameter . In contrast,…
Phase Separation with Anisotropic Coherency Strain
Liam G. Stanton, Martin Z. Bazant
We consider the effects of anisotropic coherency strain (due to lattice mismatch) on phase separation in intercalation materials, motivated by the high-rate Li-ion battery material…