27 citations · 27 across the 2 of their papers we have counts for
2 papers
math.NA2024
Structure-Preserving Operator Learning: Modeling the Collision Operator of Kinetic Equations
Jae Yong Lee, Steffen Schotthöfer, Tianbai Xiao +2
This work explores the application of deep operator learning principles to a problem in statistical physics. Specifically, we consider the linear kinetic equation, consisting of a…
physics.comp-ph2020★ 27 cited
A stochastic kinetic scheme for multi-scale plasma transport with uncertainty quantification
Tianbai Xiao, Martin Frank
In this paper, a physics-oriented stochastic kinetic scheme will be developed that includes random inputs from both flow and electromagnetic fields via a hybridization of stochasti…