Litcius/Paper detail

A PINN-based wave model for prediction of wave period and wavelength using dispersion relation

Jin Wang, Lei Han, Changming Dong, Gang Yang

2025Ocean Engineering7 citationsDOI

Topics & Concepts

Dispersion (optics)Artificial neural networkFunction (biology)Dispersion relationWave modelSubmarine pipelineComputer scienceMean squared errorMode (computer interface)Sensitivity (control systems)Wave heightCoupling (piping)AlgorithmSignificant wave heightWavelengthInitializationEmbeddingWave propagationMooringData modelingMeteorologyWind waveRelation (database)Range (aeronautics)Surface wavePort (circuit theory)Warning systemGeologyWave equationWaves and shallow waterAcoustic dispersionData miningMeteorological Phenomena and SimulationsOcean Waves and Remote SensingAdvanced Fiber Optic Sensors