Excluding the Target Domain Improves Extrapolation: Deconfounded Hierarchical Physics Constraints
DGX agentarXiv:2605.07485v1 Announce Type: cross Abstract: Extrapolation to out-of-distribution conditions is a fundamental challenge for physics-constrained deep generative models. Existing methods apply phys