σFlow-PDE: A drop-in H-Bar training engine that escapes the σ-trap in neural PDE solvers via live σ/δ/α ODE integration, autonomous phase curriculum, and auto-falsification.
pde-solver training-dynamics fno compositional-generalization ood-generalization deeponet neural-operators physics-ml reproducible-ml h-bar-framework
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Updated
May 16, 2026 - Python