NUCLEUS:
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Thermal Science
BubbleML: A Multi-Physics Dataset and Benchmarks for Machine Learning
NeurIPS 2023 (Spotlight)
This paper creates a challenging multiphase, multiphysics dataset for PDE Surrogates and does analysis of current limitations.