Efficient Geothermal Well-Control Optimization via Diffusion-Surrogate Reinforcement Learning
Real-time decision-making for enhanced geothermal systems (EGS) is challenging because long-term production periods involve high-dimensional control spaces and a large number of time-consuming high-fidelity hydrothermal simulations. Reinforcement learning provides a natural framework for state-dependent sequential cont...
Ruimin Dai, Guodong Chen, Randy Harsuko et al.
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