Concepedia

EnKF data-driven reduced order assimilation system

Chen Liu, Rui Fu, Dunhui Xiao, Răzvan Ştefanescu, Prakhar Sharma, Chuanhua Zhu, Shichao Sun, Chen Wang

Engineering Analysis with Boundary Elements · 2022 · 36 citations · 52 references

Concepts

Natural SciencesEarth SciencesMeteorologyNumerical Weather PredictionPhysical OceanographyWeather ForecastingData AssimilationData ReductionKalman FilteringNumerical Weather Prediction Data AssimilationOcean Data AssimilationOcean-atmosphere CouplingEnsemble-based Data Assimilation

References

52

Long Short-Term Memory

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

Computing, Computer Science, Algorithms +16

A New Approach to Linear Filtering and Prediction Problems

R. E. Kalman · Journal of Basic Engineering · 1960 · 31K citations

Natural Sciences, Mathematics, Dynamical Systems +16

Sequential data assimilation with a nonlinear quasi‐geostrophic model using Monte Carlo methods to forecast error statistics

Geir Evensen · Journal of Geophysical Research Atmospheres · 1994 · 5.5K citations · Full text

Natural Sciences, Earth Sciences, Oceanography +17

Learning to Forget: Continual Prediction with LSTM

Felix A. Gers, Jürgen Schmidhuber, Fred Cummins · Neural Computation · 2000 · 5.4K citations

Computing, Computer Science, Machine Learning +9

Data Assimilation Using an Ensemble Kalman Filter Technique

P. L. Houtekamer, Herschel L. Mitchell · Monthly Weather Review · 1998 · 1.9K citations · Full text

Natural Sciences, Earth Sciences, Meteorology +17