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2204.11138
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Use of Multifidelity Training Data and Transfer Learning for Efficient Construction of Subsurface Flow Surrogate Models
23 April 2022
Su Jiang
L. Durlofsky
AI4CE
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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
1