Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother

17 December 2018

Papers citing "Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother"

4 / 4 papers shown

Title
Applications of physics-informed scientific machine learning in subsurface science: A survey A. Sun H. Yoon C. Shih Zhi Zhong AI4CE 23 9 0 10 Apr 2021
3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels Yimin Liu L. Durlofsky AI4CE 16 60 0 16 Jul 2020
Objective-Sensitive Principal Component Analysis for High-Dimensional Inverse Problems M. Elizarev A. Mukhin A. Khlyupin 16 3 0 02 Jun 2020
Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization Su Jiang L. Durlofsky 19 18 0 30 Apr 2020