most citedError Analysis of Kernel/GP Methods for Nonlinear and Parametric PDEs

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

stat.ML2024

Diffeomorphic Measure Matching with Kernels for Generative Modeling

Biraj Pandey, Bamdad Hosseini, Pau Batlle +1

This article presents a general framework for the transport of probability measures towards minimum divergence generative modeling and sampling using ordinary differential equation…

math.NA2023★ 2 cited

Error Analysis of Kernel/GP Methods for Nonlinear and Parametric PDEs

Pau Batlle, Yifan Chen, Bamdad Hosseini +2

We introduce a priori Sobolev-space error estimates for the solution of nonlinear, and possibly parametric, PDEs using Gaussian process and kernel based methods. The primary assump…