178 citations · 321 across the 4 of their papers we have counts for
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stat.ML2018★ 178 cited
Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother
Smith W. A. Canchumuni, Alexandre A. Emerick, Marco Aurélio C. Pacheco
The literature about history matching is vast and despite the impressive number of methods proposed and the significant progresses reported in the last decade, conditioning reservo…
math.NA2018★ 29 cited
Analysis of Geometric Selection of the Data-Error Covariance Inflation for ES-MDA
Alexandre A. Emerick
The ensemble smoother with multiple data assimilation (ES-MDA) is becoming a popular assisted history matching method. In its standard form, the method requires the specification o…