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

7 July 2018

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

14 / 14 papers shown

Title
Conditional Deep Generative Models for Belief State Planning Antoine Bigeard Anthony Corso Mykel J. Kochenderfer AI4CE 24 0 0 16 May 2025
Uncertainty quantification of two-phase flow in porous media via coupled-TgNN surrogate model Jun Yu Li Dongxiao Zhang Tianhao He Q. Zheng AI4CE 27 6 0 28 May 2022
Randomized Maximum Likelihood via High-Dimensional Bayesian Optimization Valentin Breaz Richard D. Wilkinson 26 0 0 17 Apr 2022
Deep reinforcement learning for optimal well control in subsurface systems with uncertain geology Y. Nasir L. Durlofsky OffRL AI4CE 27 17 0 24 Mar 2022
Deep Learning for Simultaneous Inference of Hydraulic and Transport Properties Zitong Zhou N. Zabaras D. Tartakovsky 26 16 0 24 Oct 2021
Applications of physics-informed scientific machine learning in subsurface science: A survey A. Sun H. Yoon C. Shih Zhi Zhong AI4CE 29 10 0 10 Apr 2021
3D CNN-PCA: A Deep-Learning-Based Parameterization for Complex Geomodels Yimin Liu L. Durlofsky AI4CE 24 60 0 16 Jul 2020
Objective-Sensitive Principal Component Analysis for High-Dimensional Inverse Problems M. Elizarev A. Mukhin A. Khlyupin 21 3 0 02 Jun 2020
Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History Matching S. A. Canchumuni J. D. B. Castro Júlia Potratz A. Emerick M. Pacheco 22 47 0 08 May 2020
Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization Su Jiang L. Durlofsky 27 18 0 30 Apr 2020
Multiphase flow prediction with deep neural networks Gege Wen Meng Tang S. Benson 24 6 0 21 Oct 2019
A deep-learning-based surrogate model for data assimilation in dynamic subsurface flow problems Meng Tang Yimin Liu L. Durlofsky AI4CE 32 257 0 16 Aug 2019
Integration of adversarial autoencoders with residual dense convolutional networks for estimation of non-Gaussian hydraulic conductivities S. Mo N. Zabaras Xiaoqing Shi Jichun Wu 19 43 0 26 Jun 2019
Towards a Robust Parameterization for Conditioning Facies Models Using Deep Variational Autoencoders and Ensemble Smoother S. A. Canchumuni A. Emerick M. Pacheco OOD AI4CE 30 109 0 17 Dec 2018