Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models

23 April 2022

Papers citing "Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models"

6 / 6 papers shown

Title
GeoFUSE: A High-Efficiency Surrogate Model for Seawater Intrusion Prediction and Uncertainty Reduction Su Jiang Chuyang Liu D. Dwivedi AI4CE 21 0 0 26 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 22 1 0 20 Aug 2024
Optimization of geological carbon storage operations with multimodal latent dynamic model and deep reinforcement learning Zhongzheng Wang Yuntian Chen Guodong Chen Dongxiao Zhang AI4CE 24 0 0 07 Jun 2024
Multifidelity linear regression for scientific machine learning from scarce data Elizabeth Qian Dayoung Kang Vignesh Sella Anirban Chaudhuri AI4CE 79 1 0 13 Mar 2024
Multi-fidelity Fourier Neural Operator for Fast Modeling of Large-Scale Geological Carbon Storage Hewei Tang Qingkai Kong Joseph P. Morris AI4CE 19 10 0 17 Aug 2023
Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations Wenqian Chen P. Stinis OOD AI4CE 14 7 0 21 Mar 2023