74 citations · 78 across the 3 of their papers we have counts for
3 papers
stat.ML2022
Deep Learning-Accelerated 3D Carbon Storage Reservoir Pressure Forecasting Based on Data Assimilation Using Surface Displacement from InSAR
Hewei Tang, Pengcheng Fu, Honggeun Jo +5
Fast forecasting of reservoir pressure distribution in geologic carbon storage (GCS) by assimilating monitoring data is a challenging problem. Due to high drilling cost, GCS projec…
stat.ML2020★ 4 cited
Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization
Su Jiang, Louis J. Durlofsky
Data-space inversion (DSI) and related procedures represent a family of methods applicable for data assimilation in subsurface flow settings. These methods differ from model-based…
stat.AP2017★ 74 cited
An adsorbed gas estimation model for shale gas reservoirs via statistical learning
Yuntian Chen, Su Jiang, Dongxiao Zhang +1
Shale gas plays an important role in reducing pollution and adjusting the structure of world energy. Gas content estimation is particularly significant in shale gas resource evalua…