Concepedia

Probabilistic spatiotemporal forecasting of wind speed based on multi-network deep ensembles method

Guanjun Liu, Yun Wang, Keyan Shen, Shuai Liu, Qin Shen, Yuhua Qu, Jianzhong Zhou

Renewable Energy · 2023 · 26 citations · 43 references

Concepts

Natural SciencesEarth SciencesMeteorologyAtmospheric ScienceForecastingWeather ForecastingEnsemble ForecastingEnsemble LearningEnsemble MethodsNumerical Weather Prediction Data AssimilationTime Series ForecastingWind ForecastingDeep EnsemblesDeep Learning For Wind ForecastingEnsemble Weather ForecastingMachine Learning For Wind ForecastingSpatiotemporal ForecastingWind Speed ForecastingWind Speed Prediction

References

43

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28.7K citations

Natural Sciences, Mathematics, Optimization +12

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çağlar Gülçehre et al. · 2014 · 24.4K citations · Full text

Computing, Computer Science, Computational Linguistics +14

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.3K citations · Full text

Computing, Computer Science, Data Science +17

Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting

Xingjian Shi, Zhourong Chen, Hao Wang et al. · arXiv (Cornell University) · 2015 · 6.6K citations · Full text

Computing, Computer Science, Meteorology +16