AI RESEARCH
Randomness and signal propagation in physics-informed neural networks (PINNs): A neural PDE perspective
arXiv CS.AI
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ArXi:2509.18131v3 Announce Type: replace-cross Physics-informed neural networks (PINNs) often exhibit weight matrices that appear statistically random after