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Tim Weiland

2 accepted papers

2025

Flexible and Efficient Probabilistic PDE Solvers through Gaussian Markov Random Fields

AISTATS 2025poster

Mechanistic knowledge about the physical world is virtually always expressed via partial differential equations (PDEs). Recently, there has been a surge of interest in probabilistic PDE solvers---Bayesian statistical models mostly based on Gaussian process (GP) priors which seamlessly combine empi…

Cited by 0SourcecodeScholar