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Haiyang Chen

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

47

TOTAL CITATIONS

0

Scholarly Papers (2)

Solution And Transient Linear Analysis for Fractured Shale Gas Reservoirs Using Physics-Informed Neural Networks

Number of pages: 25 Posted: 13 May 2026
gaofeng zou, Liang Xue, Di Tian and Haiyang Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 14 (1,614,412)

Abstract:

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Shale gas, Physics-informed neural network, PDE solving, Pressure transient analysis, Rate decline analysis

Solution And Transient Linear Analysis for Fractured Shale Gas Reservoirs Using Physics-Informed Neural Networks

Number of pages: 25 Posted: 16 May 2026
gaofeng zou, Liang Xue, Di Tian and Haiyang Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 12 (1,598,105)

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shale gas, Physics-informed neural network, PDE solving, Pressure transient analysis, Rate decline analysis

2.

Calculation Method and Application Research of Minimum Mixing Pressure for CO2 Injection Drive in Shale Reservoirs under Nanoscale Confined Conditions

Number of pages: 15 Posted: 13 Oct 2025
gaofeng zou, Liang Xue, Aiwei Zheng, Li Liu and Haiyang Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 21 (1,436,435)

Abstract:

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shale reservoir, CO2 flooding, minimum miscible pressure, nano-confining effect, CCUS, pressure reduction strategy