A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior
during Geological CO2 Sequestration Injection and Post-Injection Periods

A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods

15 July 2021

Papers citing "A Robust Deep Learning Workflow to Predict Multiphase Flow Behavior during Geological CO2 Sequestration Injection and Post-Injection Periods"

12 / 12 papers shown

Title
Physics-informed Partitioned Coupled Neural Operator for Complex Networks Weidong Wu Yong Zhang Lili Hao Y. Chen Xiaoyan Sun Dunwei Gong AI4CE 18 0 0 28 Oct 2024
Accelerated training of deep learning surrogate models for surface displacement and flow, with application to MCMC-based history matching of CO2 storage operations Yifu Han François P. Hamon L. Durlofsky OOD AI4CE 24 1 0 20 Aug 2024
History Matching for Geological Carbon Storage using Data-Space Inversion with Spatio-Temporal Data Parameterization Su Jiang L. Durlofsky AI4CE 14 10 0 05 Oct 2023
Deep Learning in Deterministic Computational Mechanics L. Herrmann Stefan Kollmannsberger AI4CE PINN 43 0 0 27 Sep 2023
Multi-fidelity Fourier Neural Operator for Fast Modeling of Large-Scale Geological Carbon Storage Hewei Tang Qingkai Kong Joseph P. Morris AI4CE 27 10 0 17 Aug 2023
Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data Svenja Ehlers Marco Klein Alexander Heinlein Mathies Wedler Nicolas Desmars Norbert Hoffmann M. Stender AI4Cl 29 2 0 18 May 2023
SciAI4Industry -- Solving PDEs for industry-scale problems with deep learning Philipp A. Witte Russell J. Hewett K. Saurabh A. Sojoodi Ranveer Chandra AI4CE 13 2 0 23 Nov 2022
Partial Differential Equations Meet Deep Neural Networks: A Survey Shudong Huang Wentao Feng Chenwei Tang Jiancheng Lv AI4CE AIMat 24 17 0 27 Oct 2022
Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management Aleksandra Pachalieva Daniel O’Malley D. Harp Hari S. Viswanathan AI4CE 12 20 0 21 Jun 2022
Model-Parallel Fourier Neural Operators as Learned Surrogates for Large-Scale Parametric PDEs Thomas J. Grady R. Khan M. Louboutin Ziyi Yin Philipp A. Witte Ranveer Chandra Russell J. Hewett Felix J. Herrmann AI4CE 18 33 0 04 Apr 2022
A Gradient-based Deep Neural Network Model for Simulating Multiphase Flow in Porous Media B. Yan D. Harp R. Pawar AI4CE 20 63 0 30 Apr 2021
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 203 2,282 0 18 Oct 2020