21 citations · 29 across the 2 of their papers we have counts for
3 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…