Bio
I am a Staff Mathematician in the Multiscale Methods and Dynamics Group at Oak Ridge National Laboratory. My research interest includes numerical optimization, surrogate modeling, and numerical schemes for various partial differential equations in kinetic theory. My work focuses on the development of mathematical tools that accelerate simulation of multiscale systems while preserving the structure of the multiscale phenomena.
I received my Ph.D. degree in Electrical and Computer Engineering from University of Maryland College Park in 2016. Before joining ORNL, he was a postdoctoral research associate at the Mathematics department in University of Tennessee Knoxville.
Publications
July 2025
Structure-preserving neural networks for the regularized entropy-based closure of a linear, kinetic…
Journal: Journal of Computational Physics
June 2025
Conference Paper
May 2025
Conference Paper
March 2025
Conference Paper