Aleksander E P Durumeric

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 4

Top Topics

Sensitive Detection

Machine Learning

Top Venues

The Journal of chemical physics

This page only lists publications with an associated author ORCID identifier.

Publications

Aleksander E P Durumeric, Gregory A Voth
Using classifiers to understand coarse-grained models and their fidelity with the underlying all-atom systems. The Journal of chemical physics 158 (23) (2023)
Fikret Aydin, Aleksander E P Durumeric, Gabriel C A da Hora, John D M Nguyen, Myong In Oh, Jessica M J Swanson
Improving the accuracy and convergence of drug permeation simulations via machine-learned collective variables. The Journal of chemical physics 155 (4) (2021)
Thomas Dannenhoffer-Lafage, Jacob W Wagner, Aleksander E P Durumeric, Gregory A Voth
Compatible observable decompositions for coarse-grained representations of real molecular systems. The Journal of chemical physics 151 (13) (2019)
Aleksander E P Durumeric, Gregory A Voth
Adversarial-residual-coarse-graining: Applying machine learning theory to systematic molecular coarse-graining. The Journal of chemical physics 151 (12) (2019)