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Testing dataset for deep learning surrogate model
A dataset of 1,000 groups of well control sequences for the next stage, and the permeability fields sampled from the group of initial estimations obtained from the first stage. -
Training dataset for deep learning surrogate model
A dataset of 500 groups of well control sequences for the producers and injectors, and the production data sequences solved with the numerical simulator. -
Hybrid convolution-recurrent neural network surrogate model for geothermal re...
A hybrid convolution-recurrent neural network surrogate model was constructed to approximate the relationship between permeability fields, well control sequences, and production... -
Deep learning based closed-loop optimization of geothermal reservoir production
A deep learning based closed-loop optimization framework for geothermal reservoir development was proposed.
