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Akhil Datta-Gupta

Texas A&M University

Langford Building A

798 Ross St.

College Station, TX 77843-3137

United States

SCHOLARLY PAPERS

9

DOWNLOADS

575

TOTAL CITATIONS

5

Scholarly Papers (9)

1.

An Efficient Deep Learning-Based Workflow for CO2 Plume Imaging Considering Model Uncertainties Using Distributed Pressure and Temperature Measurements

Proceedings of the 16th Greenhouse Gas Control Technologies Conference (GHGT-16) 23-24 Oct 2022
Number of pages: 36 Posted: 23 Nov 2022
Texas A&M University, Texas A&M University, Chevron Energy Technology Company, Houston, Texas A&M University, Texas A&M University and Battelle Memorial Institute
Downloads 205 (376,944)

Abstract:

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CCS; deep learning; variational autoencoder decoder; CO2 plume visualization; DTS

2.

Co2 Plume Imaging with Accelerated Deep Learning-Based Data Assimilation Using Distributed Pressure and Temperature Measurements at the Illinois Basin-Decatur Carbon Sequestration Project

Number of pages: 32 Posted: 26 Aug 2024
Takuto Sakai, Masahiro Nagao, Akhil Datta-Gupta and Srikanta Mishra
affiliation not provided to SSRN, Texas A&M University, Texas A&M University and Texas A&M University (TAMU), Central Texas
Downloads 70 (907,769)
Citation 3

Abstract:

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Deep learning, Data Assimilation, Variational autoencoder, Diffusive time of flight

3.

CO2 Plume Monitoring and Injection Optimization Using Pathlines, Source Clouds and Time Clouds: Field Application at the Illinois Basin-Decatur Carbon Sequestration Project

Proceedings of the 17th Greenhouse Gas Control Technologies Conference (GHGT-17) 20-24 October 2024
Number of pages: 21 Posted: 25 Nov 2024 Last Revised: 16 Jan 2025
Ao Li, Hongquan Chen, Akhil Datta-Gupta and Chin-Hsiang Chan
Texas A&M University, Texas A&M University, Texas A&M University and Texas A&M University
Downloads 63 (951,658)

Abstract:

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CO2 Plume Monitoring, Pathline, Source Cloud, Time Cloud, Sweep Efficiency, Rate Optimization

4.

An Efficient Deep Learning-Based Workflow for Real-Time Co2 Plume Visualization in Saline Aquifer Using Distributed Pressure and Temperature Measurements

Number of pages: 30 Posted: 22 Feb 2024
Changqing Yao, Masahiro Nagao, Akhil Datta-Gupta and Srikanta Mishra
Texas A&M University, Texas A&M University, Texas A&M University and Battelle Memorial Institute
Downloads 62 (961,006)

Abstract:

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CO2 Plume Visualization, Time-of-Flight, Deep learning, variational autoencoder

5.

Robust Co2 Plume Imaging by Joint Tomographic Inversion Using Distributed Pressure and Temperature Measurements

Number of pages: 35 Posted: 28 Apr 2023
Texas A&M University, Texas A&M University, Texas A&M University, Texas A&M University, Battelle Memorial Institute, Battelle and Battelle Memorial Institute
Downloads 46 (1,109,210)

Abstract:

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CO2 sequestration, CO2 plume imaging, DTS Inversion, pressure data, temperature data, Streamline

6.

Accelerated Co2 Storage Optimization Using Multi-Resolution Fourier Neural Operator at the Illinois Basin Decatur Project (Ibdp)

Proceedings of the 17th Greenhouse Gas Control Technologies Conference (GHGT-17) 20-24 October 2024
Number of pages: 12 Posted: 07 Dec 2024
Chin-Hsiang Chan, Masahiro Nagao and Akhil Datta-Gupta
Texas A&M University, Texas A&M University and Texas A&M University
Downloads 45 (1,133,231)

Abstract:

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CO2 geological storage, Deep learning, Fourier neural operator, Injection optimization

7.

Multi-Resolution Deep Learning for Accelerated Well Control Optimization in CO2 Storage: A Field Application at the Illinois Basin Decatur Project (IBDP)

Number of pages: 56 Posted: 03 Dec 2025
Chin-Hsiang Chan, Masahiro Nagao and Akhil Datta-Gupta
Texas A&M University, Texas A&M University and Texas A&M University
Downloads 44 (1,145,425)

Abstract:

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CO2 geological sequestration, Multi-resolution deep learning, Fourier neural operator, Injector control optimization

8.

Fast Marching Method: A New Paradigm for Rapid Simulation of Enhanced Geothermal Systems

Number of pages: 34 Posted: 21 May 2025
Chin-Hsiang Chan, Akhil Datta-Gupta and Roman Shor
Texas A&M University, Texas A&M University and Texas A&M University
Downloads 22 (1,436,435)
Citation 2

Abstract:

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Enhanced Geothermal System, physics-based reduced order model, rapid thermal output forecast, development and operational optimization

9.

Field-Scale Optimization of Co2 Injection Schedule with Critical Pressure and Plume Boundary

Number of pages: 26 Posted: 28 Feb 2025
Jia Fu, Yaser Alghawi, Akhil Datta-Gupta, Cameron Manche and James Clark
affiliation not provided to SSRN, affiliation not provided to SSRN, Texas A&M University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 18 (1,481,165)

Abstract:

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carbon storage, Area of Review, Injection optimization, Upgridding and upscaling