Weak Adversarial Networks: a novel physics-informed machine learning approach for solving high-dimensional PDEs The Structure of WAN
PSP-GEN: Stochastic inversion of the Process–Structure–Property chain in materials design through deep, generative probabilistic modeling The PSP-GEN framework
DGenNO: a novel physics-aware neural operator for solving forward and inverse PDE problems based on deep, generative probabilistic modeling The DGenNO framework