21 citations · 25 across the 3 of their papers we have counts for
3 papers
cond-mat.stat-mech2026
Mermin's dielectric function and the f-sum rule
Thomas Chuna, Jan Vorberger, Thomas Gawne +2
Mermin's dielectric function [N.D. Mermin, Phys. Rev. B 1, 2362 (1970)] is widely assumed to satisfy the f-sum rule because he constrains his ansatz with the continuity equation. H…
physics.plasm-ph2024★ 4 cited
Conservative dielectric functions and electrical conductivities from the multicomponent Bhatnagar-Gross-Krook equation
Thomas Chuna, Michael Murillo
A considerable number of semi-empirical and first-principles models have been created to describe the dynamic response of a collisionally damped charged-particle system. However, k…
cs.LG2022★ 21 cited
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…