Prediction and reconstruction of ocean wave heights based on bathymetric data using LSTM neural networks
Christoph Jörges, Cordula Berkenbrink, Britta Stumpe
Topics & Concepts
BathymetryHyperparameterArtificial neural networkBuoySignificant wave heightSea stateSubmarine pipelineClimate changeMean squared errorBayesian probabilityMeteorologyTerm (time)Series (stratigraphy)ClimatologyComputer scienceGeologyMachine learningArtificial intelligenceOceanographyWind waveGeographyStatisticsMathematicsPhysicsQuantum mechanicsPaleontologyOcean Waves and Remote SensingOceanographic and Atmospheric ProcessesHydrological Forecasting Using AI