Dattagupta, Akhil individual record
Distinguished Professor
Positions:
overview

I have research interests in rapid flow simulation techniques, reservoir optimization, large-scale parameter estimation via inverse methods and uncertainty quantification/ assessments.

education and training
selected publications
Academic Articles115
  • Sen, D., Chen, H., & Datta-Gupta, A. (2022). Inter-well connectivity detection in CO2 WAG projects using statistical recurrent unit models. Fuel. 311, 122600-122600.
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  • Sen, D., Chen, H., Datta-Gupta, A., Kwon, J., & Mishra, S. (2021). Machine learning based rate optimization under geologic uncertainty. Journal of Petroleum Science and Engineering. 207, 109116-109116.
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  • Kim, H., Onishi, T., Chen, H., & Datta-Gupta, A. (2021). Parameterization of embedded discrete fracture models (EDFM) for efficient history matching of fractured reservoirs. Journal of Petroleum Science and Engineering. 204, 108681-108681.
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  • Mishra, S., Schuetter, J., Datta-Gupta, A., & Bromhal, G. (2021). Robust Data-Driven Machine-Learning Models for Subsurface Applications: Are We There Yet?. Journal of Petroleum Technology. 73(03), 25-30.
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Books3
  • Vasco, D. W., & Datta-Gupta, A. (2016). Subsurface Fluid Flow and Imaging. Cambridge University Press.
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  • Datta-Gupta, A., & Milliken, W. J. (2009). SPE Reprint Series: Foreword.
Chapters15
  • Mishra, S., & Datta-Gupta, A. (2018). Basic Concepts. Applied Statistical Modeling and Data Analytics. 1-13. Elsevier.
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  • Mishra, S., & Datta-Gupta, A. (2018). Concluding Remarks. Applied Statistical Modeling and Data Analytics. 225-231. Elsevier.
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  • Mishra, S., & Datta-Gupta, A. (2018). Data-Driven Modeling. Applied Statistical Modeling and Data Analytics. 195-224. Elsevier.
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  • Mishra, S., & Datta-Gupta, A. (2018). Distributions and Models Thereof. Applied Statistical Modeling and Data Analytics. 31-67. Elsevier.
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  • Mishra, S., & Datta-Gupta, A. (2018). Experimental Design and Response Surface Analysis. Applied Statistical Modeling and Data Analytics. 169-193. Elsevier.
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Conference Papers167
  • Onishi, T., Chen, H., Xie, J., Tanaka, S., Kam, D., Wang, Z., Wen, X., & Datta-Gupta, A. (2021). Streamline Tracing and Applications in Dual Porosity Dual Permeability Models. Day 1 Tue, October 26, 2021, SPE Reservoir Simulation Conference.
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  • Onishi, T., Chen, H., Datta-Gupta, A., & Mishra, S. (2021). An Efficient Deep Learning-Based Workflow Incorporating a Reduced Physics Model for Subsurface Imaging in Unconventional Reservoirs. Day 3 Thu, September 23, 2021, SPE Annual Technical Conference and Exhibition.
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  • Chen, H., Sen, D., Datta-Gupta, A., & Nagao, M. (2021). Model-Free Assessment of Inter-Well Connectivity in CO2 WAG Projects Using Statistical Recurrent Unit Models. Day 2 Wed, September 22, 2021, SPE Annual Technical Conference and Exhibition.
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  • Yao, C., Chen, H., Onishi, T., Datta-Gupta, A., Mawalkar, S., Mishra, S., & Pasumarti, A. (2021). Robust CO2 Plume Imaging Using Joint Tomographic Inversion of Distributed Pressure and Temperature Measurements. Day 2 Wed, September 22, 2021, SPE Annual Technical Conference and Exhibition.
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  • Park, J., Chen, R., Datta-Gupta, A., Lele, S., & Tyrrell, T. (2021). Quantitative Assessment of Induced Seismicity from Hydrocarbon Production and Produced Water Disposal in Azle Area, North Texas. Proceedings of the 9th Unconventional Resources Technology Conference, Unconventional Resources Technology Conference.
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Repository Documents / Preprints1
  • Olalotiti-Lawal, F., Tanaka, S., & Datta-Gupta, A. (2020). Streamline-Based Simulation of Carbon Dioxide Sequestration in Saline Aquifers.
Theses1
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chaired theses and dissertations
Email
datta-gupta@tamu.edu
First Name
Akhil
Last Name
Dattagupta
mailing address
Texas A&M University; Petroleum Engineering; 3116 TAMU
College Station, TX 77843-3116
USA