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20242026
most citedCan Vehicle Motion Planning Generalize to Realistic Long-tail Scenarios?

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math.NA2025

A Low-Rank tensor framework for THB-Splines

Tom-Christian Riemer, Martin Stoll

We introduce a low-rank framework for adaptive isogeometric analysis with truncated hierarchical B-splines (THB-splines) that targets the main bottleneck of local refinement: memor…

cs.LG2025

Physics-Informed DeepONets for drift-diffusion on metric graphs: simulation and parameter identification

Jan Blechschmidt, Tom-Christian Riemer, Max Winkler +2

We develop a novel physics informed deep learning approach for solving nonlinear drift-diffusion equations on metric graphs. These models represent an important model class with a…