Concepedia

A multi-layer perceptron approach for accelerated wave forecasting in Lake Michigan

Xi Feng, Gangfeng Ma, Shih-Feng Su, Chenfu Huang, Maura Boswell, Pengfei Xue

Ocean Engineering · 2020 · 125 citations · 35 references

Concepts

Natural SciencesOcean EngineeringOceanographyForecastingTime Series AnalysisWeather ForecastingEnsemble ForecastingOcean ForecastingOcean Wave MeteorologyReal-time ForecastingTime Series ForecastingWave ForecastingExtreme Wave ForecastingMachine Learning For Wave ForecastingMultilayer PerceptronPerceptronShort-term Wave ForecastingWave Height PredictionWind Wave Forecasting

References

35

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

The NCEP Climate Forecast System Reanalysis

Suranjana Saha, Shrinivas Moorthi, Hua‐Lu Pan et al. · Bulletin of the American Meteorological Society · 2010 · 5.3K citations

Natural Sciences, Earth Sciences, Meteorology +16

A third‐generation wave model for coastal regions: 1. Model description and validation

N. Booij, R.C. Ris, L.H. Holthuijsen · Journal of Geophysical Research Atmospheres · 1999 · 4.5K citations · Full text

Natural Sciences, Earth Sciences, Oceanography +17

The NCEP Climate Forecast System Version 2

Suranjana Saha, Shrinivas Moorthi, Xingren Wu et al. · Journal of Climate · 2013 · 3.5K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17

Machine learning in geosciences and remote sensing

David J. Lary, Amir H. Alavi, Amir H. Gandomi et al. · Geoscience Frontiers · 2015 · 1.1K citations · Full text

Computing, Computer Science, Earth Sciences +9