A hybrid CNN-PINN framework for Fokker-Planck equations is proposed, but the reported accuracy rests on incorrect exact solutions and test-set-tuned hyperparameters.
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BridgeNet: A Hybrid, Physics-Informed Machine Learning Framework for Solving High-Dimensional Fokker-Planck Equations
A hybrid CNN-PINN framework for Fokker-Planck equations is proposed, but the reported accuracy rests on incorrect exact solutions and test-set-tuned hyperparameters.