Author

K. Sepehrnoori

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Oct 2026

A Nonisothermal Numerical Well Test Model for Multistage Fractured Horizontal Wells in Deep Shale Gas Reservoirs

Reliable pressure-transient interpretation for deep shale gas wells requires the thermal response of fractured reservoirs to be considered. This study develops a fully coupled nonisothermal numerical well test model for multistage fractured horizontal wells (MFHWs). The model is formulated within the analytically enh...

Ze-Kai Tang, Zhi-Ming Chen, Biao Zhou et al. · SPE Journal · 0 citations

#machine learning Preprint Oct 2026

Gen-PINNs: Generative Adversarial Physics Informed Neural Networks for solving partial differential equations

Physics-Informed Neural Networks (PINNs) are a widely used data-free method for solving Partial Differential Equations (PDEs) using machine learning. With recent advances in Generative Adversarial Networks (GANs), adversarial learning has shown strong capabilities for modeling complex data-driven problems; however, the...

Muhammad Akmal, K. Sepehrnoori, Michael J. Pyrcz · 0 citations