Scaling up Probabilistic PDE Simulators with Structured Volumetric Information. - Tim Weiland; Marvin Pförtner; Philipp Hennig (CoRR, 2024)

Flexible and Efficient Probabilistic PDE Solvers through Gaussian Markov Random Fields. - Tim Weiland; Marvin Pförtner; Philipp Hennig (AISTATS, 2025)