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Junyu Wei

Tsinghua University

Beijing, 100084

China

  • Tsinghua University

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Statistical-Learning-Based Ensemble Data Assimilation Methods for Parameter Estimation in Hydrodynamic Models

Number of pages: 49 Posted: 29 Mar 2022
Junyu Wei, Jianshi Zhao, Xiaohui Lei, Zhao Zhang and Hao Wang
Tsinghua University, Tsinghua University, China Institute of Water Resources and Hydropower Research (IWHR) - State Key Laboratory of Simulation and Regulation of Water Cycle in River Basin, affiliation not provided to SSRN and China Institute of Water Resources and Hydropower Research (IWHR)
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Abstract:

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hydrodynamic model, parameter estimation, gradient boosted decision trees, multilayer perceptron, support vector regression