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20132022
most citedOn energy stable, maximum-principle preserving, second order BDF scheme with variable steps for the Allen-Cahn equation

173 citations · 1.2k across the 31 of their papers we have counts for

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cs.LG2021★ 60 cited

Normalizing field flows: Solving forward and inverse stochastic differential equations using physics-informed flow models

Ling Guo, Hao Wu, Tao Zhou

We introduce in this work the normalizing field flows (NFF) for learning random fields from scattered measurements. More precisely, we construct a bijective transformation (a norma…