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Keywords: training datasetClose
Jiehao Wang, Yunhui Tan, Baosheng Liang, Xinhui Min, Chaoshun Hu, Chao Zhao, Yuyu Wang, Mike Li, Yuguang Chen, Gerardo Jimenez, Shahzad Khan
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, June 20–22, 2022
Paper Number: URTEC-3723603-MS
... fracturing process by leveraging a large amount of finished simulation results from full-physics simulations as training dataset. It utilizes a physics-guided U-net model plus inception with inputs being 2D images (slices) averaging 3D key reservoir and geomechanical parameters. The model is trained...
Paper presented at the SPE/AAPG/SEG Unconventional Resources Technology Conference, July 22–24, 2019
Paper Number: URTEC-2019-897-MS
... Upstream Oil & Gas machine learning Proc training dataset classification traditional feature regression prediction Artificial Intelligence spe annual technical conference algorithm node pore circularity Exhibition mechanical property artificial neural network microstructure...
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