8 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.DC2025★ 1 cited
Machine Learning-driven Multiscale MD Workflows: The Mini-MuMMI Experience
Loïc Pottier, Konstantia Georgouli, Timothy S. Carpenter +8
Computational models have become one of the prevalent methods to model complex phenomena. To accurately model complex interactions, such as detailed biomolecular interactions, scie…
physics.bio-ph2021★ 8 cited
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…