Qizhen Du

Seismic wavefield solutions via physics-guided generative neural operator

Abstract Current neural operators often struggle to generalize to complex, out-of-distribution conditions, limiting their ability in seismic wavefield representation. To address this, we propose a generative neural operator (GNO) that leverages generative diffusion models (GDMs)...