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Liang Xue

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

178

TOTAL CITATIONS

2

Scholarly Papers (5)

1.

Low-Rank Coalbed Methane Production Capacity Prediction Method Based on Time-Series Deep Learning

Number of pages: 16 Posted: 03 Jun 2024
affiliation not provided to SSRN, 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 50 (1,063,489)

Abstract:

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Coalbed methane, Production forecasting, Deep learning, Controlling factors

2.

A Novel Analytical Model for Porosity-Permeability Relations of Argillaceous Porous Media Under Stress Conditions

Number of pages: 35 Posted: 04 Aug 2022
China University of Geosciences (CUG) - Faculty of Engineering, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, King Fahd University of Petroleum & Minerals (KFUPM) - College of Petroleum Engineering & Geosciences and affiliation not provided to SSRN
Downloads 44 (1,133,231)
Citation 2

Abstract:

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Argillaceous porous media, Porosity-permeability relationship, Stress dependence, Flow-deformation behavior, Lattice Boltzmann Method

3.

Multi-Physics Coupling Mechanisms and Key Development Factors in Enhanced Geothermal Systems for Hot Dry Rock

Number of pages: 21 Posted: 18 Jul 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, China University of Petroleum (Beijing), affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 39 (1,196,171)

Abstract:

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EGS, Multi-physics Coupling, Sensitivity analysis, Well pattern, Injection-Production Strategy

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 12 (1,614,412)

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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)

Abstract:

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

5.

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
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