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Jungang (Gordon) Chen
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Generating subsurface earth models using discrete representation learning and deep autoregressive network
J Chen, S Misra, CK Huang, JF Delgado
Computational Geosciences 27, 955–974, 2023
82023
Massive Geomodel Compression and Rapid Geomodel Generation Using Advanced Autoencoders and Autoregressive Neural Networks
S Misra, J Chen, Y Falola, P Churilova, CK Huang, J Delgado
SPE EuropEC-Europe Energy Conference featured at the 84th EAGE Annual …, 2023
52023
Physics-informed Convolutional Recurrent Surrogate Model for Reservoir Simulation with Well Controls
J Chen, E Gildin, JE Killough
arXiv preprint arXiv:2305.09056, 2023
42023
Optimization of Pressure Management Strategies for Geological CO2 Sequestration Using Surrogate Model-based Reinforcement Learning
J Chen, E Gildin, JE Killough
arXiv preprint arXiv:2403.07360, 2024
32024
Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls
J Chen, E Gildin, JE Killough
arXiv preprint arXiv:2310.06319, 2023
32023
Coupled Flow and Geomechanics in Reservoirs with Complex Fractures Using Embedded Meshes
J Chen, K Wu, J Killough
SPE Annual Technical Conference and Exhibition?, D031S050R003, 2022
22022
Generative Artificial Intelligence for Geomodeling
S Misra, J Chen, P Churilova, Y Falola
International Petroleum Technology Conference, D031S128R001, 2024
2024
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Articles 1–7