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Mrinal K Sen

The University of Texas at Austin, TX, USA

United States

SCHOLARLY PAPERS

3

DOWNLOADS

201

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Prediction Of CO2 Saturation and Elastic Properties Using Capillary Pressure-Based Rock Physics Model

Proceedings of the 17th Greenhouse Gas Control Technologies Conference (GHGT-17) 20-24 October 2024
Number of pages: 12 Posted: 06 Jan 2025
The University of Texas at Austin, TX, USA, Shell International Exploration and Production Inc., Shell International Exploration and Production Inc., Shell Information Technology International Inc, Shell Canada Limited, Shell Projects & Technology. Ltd, Shell International Exploration and Production Inc. and The University of Texas at Austin, TX, USA
Downloads 112 (630,858)

Abstract:

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Rock physics, Fluid distribution model, Saturation analysis, 4D time-lapse seismic, Carbon monitoring, Seismic attributes

2.

1 Invertible Neural Networks Based Petrophysical Inversion for Carbon Sequestration Projects

Number of pages: 25 Posted: 22 Apr 2025
ARNAB DHARA, Sohini Dasgupta and Mrinal K Sen
affiliation not provided to SSRN, The University of Texas at Austin, TX, USA and The University of Texas at Austin, TX, USA
Downloads 77 (830,555)

Abstract:

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Carbon dioxide storage, CCUS, Neural Networks, Bayesian Inference, Uncertainty Estimation

3.

Fixed-Weight Linear PINNs: Hopfield Networks as Globally Convex Finite-Difference PDE Solvers with Seismic Applications

Number of pages: 30 Posted: 10 Jun 2026
Mrinal K Sen
The University of Texas at Austin, TX, USA
Downloads 12

Abstract:

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Hopfield network, energy minimization, finite-difference PDE solver, indefinite linearsystems, residual energy, CGNE, fixed-weight linear PINN