4 citations · 4 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2026
Leveraging higher-order time integration methods for improved computational efficiency in a rainshaft model
Justin Dong, Sean P. Santos, Steven B. Roberts +2
Cloud and precipitation microphysics packages in atmospheric general circulation models typically use first-order time integration methods with a large time step, requiring ad hoc…
cs.LG2021★ 4 cited
Galerkin Neural Networks: A Framework for Approximating Variational Equations with Error Control
Mark Ainsworth, Justin Dong
We present a new approach to using neural networks to approximate the solutions of variational equations, based on the adaptive construction of a sequence of finite-dimensional sub…