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2025 ICML ICML 2025

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

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Jan Blechschmidt, Tom-Christian Riemer, Max Winkler, Martin Stoll, Jan-Frederik Pietschmann

Topics

Machine Learning > Optimization & Theory > Optimization Deep Learning > Architectures > Neural Networks Deep Learning > Learning Types > Representation Learning

Keywords

domain decomposition parameter identification metric graph deeponets drift-diffusion physics-informed
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