Spectrum-adaptive physics-informed neural network for rapid ocean acoustic field prediction
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To address the slow convergence of physics-informed neural networks (PINNs) in ocean acoustics, this work proposes a spectrum-adaptive physics-informed neural network (SA-PINN) built on OceanPINN for efficient modeling. SA-PINN estimates effective physical ban... ...
