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LWT-PINN provides a novel method for predicting deterministic wave elevation, as it is able to fully leverage the respective advantages of Linear Wave Theory and Physics-Informed Neural Networks to retain high accuracy in any sea state.

Apache-2.0 license

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LWT-PINN

The LWT-PINN provides a repository containing code to run examples in our paper.