An Uncertainty-aware, Mesh-free Numerical Method for Kolmogorov PDEs

Daisuke Inoue, Yuji Ito, Takahito Kashiwabara +2

This study introduces an uncertainty-aware, mesh-free numerical method for solving Kolmogorov PDEs. In the proposed method, we use Gaussian process regression (GPR) to smoothly int…