A community-review taxonomy of uncertainty in physics-ML, plus validation diagnostics and toy experiments showing that no tested UQ method keeps nominal coverage outside the training domain.
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Uncertainty in Physics and AI: Taxonomy, Quantification, and Validation
A community-review taxonomy of uncertainty in physics-ML, plus validation diagnostics and toy experiments showing that no tested UQ method keeps nominal coverage outside the training domain.