Deep Space Relay Resource Planning Model Based on Sliding Time Window. - Xin Liu; Jiangtao Fei; Shuang Liang; Pengde Ma; Xiaoping Li; Jungang Chen; Zhen Zhang (ICICT, 2021)

Physics-informed Convolutional Recurrent Surrogate Model for Reservoir Simulation with Well Controls. - Jungang Chen; Eduardo Gildin; John E. Killough (CoRR, 2023)

Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls. - Jungang Chen; Eduardo Gildin; John E. Killough (CoRR, 2023)

Optimization of Pressure Management Strategies for Geological CO2 Sequestration Using Surrogate Model-based Reinforcement Learning. - Jungang Chen; Eduardo Gildin; Georgy Kompantsev (CoRR, 2024)

Multi-Step Embed to Control: A Novel Deep Learning-based Approach for Surrogate Modelling in Reservoir Simulation. - Jungang Chen; Eduardo Gildin; John E. Killough (CoRR, 2024)