Active Learning with Physics-Informed Graph Neural Networks on Unstructured Meshes

Jens Decke, Alexander Heinen, Bernhard Sick, Christian Gruhl. Active Learning with Physics-Informed Graph Neural Networks on Unstructured Meshes. In Mirko Bunse, Marek Herde, Georg Krempl, Vincent Lemaire 0001, Alaa Tharwat, Minh Tuan Pham, Amal Saadallah, editors, Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, September 9th, 2024. Volume 3770 of CEUR Workshop Proceedings, pages 68-76, CEUR-WS.org, 2024. [doi]

Abstract

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