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Jin-Liang Xie

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Sep 2026

Transformer-Based Surrogate Model for Prediction of Hydraulic Fracture Geometry

We developed a computationally efficient and accurate surrogate model to assess key descriptors of fracture geometry during reservoir stimulation associated with unconventional subsurface energy scenarios. The work is motivated by the observation that accurate quantification of fracture length, width, and height is k...

Lu-Yao Wang, Qin-Zhuo Liao, Jin-Liang Xie et al. · 0 citations

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