Hyper-parameter optimization for improving the performance of localization in an iterative ensemble smoother

This work aims to help improve the performance of an iterative ensemble smoother (IES) in reservoir data assimilation problems, by introducing a data-driven procedure to optimize the choice of certain algorithmic hyper-parameters in the IES. Generally speaking, algorithmic hyper-parameters exist in...

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Hauptverfasser:	Luo, Xiaodong, Chalub Cruz, William, Zhang, Xin-Lei, Xiao, Heng
Format:	Artikel
Sprache:	eng
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