PINN Failure Bench: Physics-Informed ML Data

648 labeled training runs across 6 PDE classes tracking PINN numerical pathology涵盖6个偏微分方程（Partial Differential Equations, PDE）类别的648组带标注训练运行，用于追踪物理信息神经网络（Physics-Informed Neural Networks, PINN）的数值病态现象。