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3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels

Jul 16, 2020
Yimin Liu, Louis J. Durlofsky


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A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems

Aug 16, 2019
Meng Tang, Yimin Liu, Louis J. Durlofsky


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A Deep-Learning-Based Geological Parameterization for History Matching Complex Models

Jul 07, 2018
Yimin Liu, Wenyue Sun, Louis J. Durlofsky


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Or's of And's for Interpretable Classification, with Application to Context-Aware Recommender Systems

Apr 28, 2015
Tong Wang, Cynthia Rudin, Finale Doshi-Velez, Yimin Liu, Erica Klampfl, Perry MacNeille


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