Computational modeling evaluation demonstrates high-resolution nearshore wave prediction using a physics-guided deep learning framework, highlighting improved bridging of offshore and coastal...
This capsule contains the source code and data for SWAN-TC, a physics-guided hybrid framework for high-resolution nearshore wave prediction. It includes the full implementation of the SWAN-T (Transformer surrogate), SWAN-C (residual correction), and the integrated SWAN-TC models. Key Contents: 1、Model Code. 2、Visualization Data: Processed datasets required to generate the figures. 3、Reproducibility: Clicking "Reproducible Run" will execute the main script to generate the figures presented in the main text of the manuscript.
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Lin et al. (2026) studied this question.
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