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 | 8 | 2023 |
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 | 5 | 2023 |
Physics-informed Convolutional Recurrent Surrogate Model for Reservoir Simulation with Well Controls J Chen, E Gildin, JE Killough arXiv preprint arXiv:2305.09056, 2023 | 4 | 2023 |
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 | 3 | 2024 |
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 | 3 | 2023 |
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 | 2 | 2022 |
Generative Artificial Intelligence for Geomodeling S Misra, J Chen, P Churilova, Y Falola International Petroleum Technology Conference, D031S128R001, 2024 | | 2024 |