Official PyTorch implimentation of Adaptive N-Subspace PINN (AS-PINN): Autonomous Parameter-Space AMR via Vectorized Gradient Conflict Profiling for Stiff, Multi-Scale, and High-Dimensional PDEs.
cuda quantum-mechanics pytorch computational-physics partial-differential-equations fluid-dynamics vmap domain-decomposition lbfgs adaptive-mesh-refinement multi-scale scientific-machine-learning sciml pinns gradient-surgery physics-informed-neural-networks gradient-conflict ai4science partition-of-unity torch-func
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Updated
Sep 14, 2026 - Python