Ingo Steinwart

Physics-Informed Gaussian Process Regression Generalizes Linear PDE Solvers

2022 · arXiv (Cornell University)

Linear partial differential equations (PDEs) are an important, widely applied class of mechanistic models, describing physical processes such as heat transfer, electromagnetism, and wave propagation. In practice, specialized numerical methods based on discretization are used …