A training strategy to improve the generalization capability of deep learning-based significant wave height prediction models in offshore China
Wenchao Huang, Xinying Zhao, Wenyun Huang, Wei Hao, Yuliang Liu
Topics & Concepts
Generalizability theoryComputer scienceArtificial neural networkTraining (meteorology)Artificial intelligenceConsistency (knowledge bases)GeneralizationPredictive modellingSignificant wave heightMachine learningDeep learningMean squared errorConvolutional neural networkData miningWind waveStatisticsMathematicsMeteorologyThermodynamicsPhysicsMathematical analysisOcean Waves and Remote SensingShip Hydrodynamics and ManeuverabilityHydrological Forecasting Using AI