8 citations · 14 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 6 cited
Physics-informed Deep Super-resolution for Spatiotemporal Data
Pu Ren, Chengping Rao, Yang Liu +4
High-fidelity simulation of complex physical systems is exorbitantly expensive and inaccessible across spatiotemporal scales. Recently, there has been an increasing interest in lev…
cs.LG2021★ 8 cited
Encoding physics to learn reaction-diffusion processes
Chengping Rao, Pu Ren, Qi Wang +3
Modeling complex spatiotemporal dynamical systems, such as the reaction-diffusion processes, have largely relied on partial differential equations (PDEs). However, due to insuffici…