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gradient-surgery

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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.

  • Updated Sep 28, 2026
  • Python

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