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Manojkumar Gudala

KAUST

Thuwal 23955- 6900

Thuwal, 4700

Saudi Arabia

SCHOLARLY PAPERS

7

DOWNLOADS

949

TOTAL CITATIONS

3

Scholarly Papers (7)

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1.

Physics-Informed Machine Learning for Reservoir Management of Enhanced Geothermal Systems

Number of pages: 39 Posted: 20 Dec 2022 Last Revised: 10 Mar 2023
Bicheng Yan, Zhen Xu, Manojkumar Gudala, Zeeshan Tariq, Shuyu Sun and Thomas Finkbeiner
King Abdullah University of Science and Technology (KAUST), King Abdullah University of Science and Technology (KAUST), KAUST, King Abdullah University of Science and Technology (KAUST), King Abdullah University of Science and Technology (KAUST) and King Abdullah University of Science and Technology (KAUST)
Downloads 253 (301,349)

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Physics-Informed Machine Learning, Reservoir Management, optimization, Well Control Optimization, Enhanced Geothermal Systems, Fracture

2.

Graph Neural Network for Multi-Physics Geothermal Simulation with Discrete Fracture Network

Number of pages: 47 Posted: 11 Jan 2025
Manojkumar Gudala and Bicheng Yan
KAUST and King Abdullah University of Science and Technology (KAUST)
Downloads 212 (361,209)

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Graph Neural Networks(GNN), Geothermal, Fracture network, Temperature, micro-seismic

3.

Comparison of Supercritical CO 2 with Water as Geofluid in Geothermal Reservoirs with Numerical Investigation Using Fully Coupled Thermo-Hydro-Geomechanics

Number of pages: 23 Posted: 18 Jun 2021
Manojkumar Gudala and Suresh Kumar Govindarajan
KAUST and Indian Institute of Technology (IIT), Madras
Downloads 170 (442,467)
Citation 1

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4.

Fully Connected Neural Network Model for Fractured Geothermal Reservoir using Supercritical-CO2 as Geofluid with THM Model

Number of pages: 36 Posted: 15 Dec 2022
Manojkumar Gudala, Zeeshan Tariq, Suresh Kumar Govindarajan, Zhen Xu, Bicheng Yan and Shuyu Sun
KAUST, King Abdullah University of Science and Technology (KAUST), Indian Institute of Technology (IIT), Madras, King Abdullah University of Science and Technology (KAUST), King Abdullah University of Science and Technology (KAUST) and King Abdullah University of Science and Technology (KAUST)
Downloads 141 (524,371)

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Geothermal, SCCO2-EGS, Production temperature, Fully connected neural networks (FCN), Fractures

5.

Doublet Huff and Puff (Dhp): A New Technology Towards Optimum Scco2 Sequestration with Stable Geothermal Recovery

Number of pages: 28 Posted: 11 Sep 2023
Manojkumar Gudala, Bicheng Yan, Zeeshan Tariq and Shuyu Sun
KAUST, King Abdullah University of Science and Technology (KAUST), affiliation not provided to SSRN and King Abdullah University of Science and Technology (KAUST)
Downloads 102 (679,608)
Citation 2

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Doublet Huff and Puff (DHP), Geothermal, SCCO2 storage, Heat power, Production temperature, LCOE

6.

Efficient Optimization of Coupled Geothermal Reservoir Modeling and Power Plant Off-Design Based on Deep Learning

Number of pages: 40 Posted: 18 Jul 2025
Ziyou Liu, Manojkumar Gudala and Bicheng Yan
affiliation not provided to SSRN, KAUST and King Abdullah University of Science and Technology (KAUST)
Downloads 46 (1,109,210)

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geothermal, power plant, dynamic well control, Deep learning, optimization

7.

Robust Optimization of Fully Coupled Geothermal Reservoir and Power Plant System

Number of pages: 44 Posted: 25 Jun 2025
Ziyou Liu, Manojkumar Gudala, Klemens Katterbauer and Bicheng Yan
affiliation not provided to SSRN, KAUST, Euclid University and King Abdullah University of Science and Technology (KAUST)
Downloads 25 (1,385,945)

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Geothermal, power plant, fully coupled, deep learning, Optimization