13 citations · 25 across the 12 of their papers we have counts for
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physics.geo-ph2023
Graph Network Surrogate Model for Subsurface Flow Optimization
Haoyu Tang, Louis J. Durlofsky
The optimization of well locations and controls is an important step in the design of subsurface flow operations such as oil production or geological CO2 storage. These optimizatio…
cs.LG2023★ 1 cited
History Matching for Geological Carbon Storage using Data-Space Inversion with Spatio-Temporal Data Parameterization
Su Jiang, Louis J. Durlofsky
History matching based on monitoring data will enable uncertainty reduction, and thus improved aquifer management, in industrial-scale carbon storage operations. In traditional mod…
cs.CV2023
Surrogate Model for Geological CO2 Storage and Its Use in Hierarchical MCMC History Matching
Yifu Han, Francois P. Hamon, Su Jiang +1
Deep-learning-based surrogate models show great promise for use in geological carbon storage operations. In this work we target an important application - the history matching of s…