Brenald Dzonzi

Analytic Poisson and planar Poiseuille benchmark data for vascular-flow surrogate evaluation

Benchmark data, trained models and code for two flow problems with exact analytic solutions: a two-dimensional Poisson problem (Level I) and planar Poiseuille flow in a straight two-dimensional channel (Level II). The data compare supervised deep neural networks (DNNs), physics-informed neural networks (PINNs) and hybr...