Physics-Informed Neural Plasticity: PDE Solvers That Reshape Themselves

Chun-Wun Cheng, Bingcheng Hu, Angelica I. Aviles-Rivero

Physics-informed neural PDE solvers adapt their parameters to satisfy governing equations, yet their representational structure typically remains fixed throughout training. This ri…