cs.LG, stat.CO, stat.ML

Gaussian process surrogate with physical law-corrected prior for multi-coupled PDEs defined on irregular geometry

arXiv:2509.02617v2 Announce Type: replace
Abstract: Parametric partial differential equations (PDEs) serve as fundamental mathematical tools for modeling complex physical phenomena, yet repeated high-fidelity numerical simulations across parameter spa…