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Tapan Mukerji

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A novel Fourier neural operator framework for classification of multi-sized images: Application to 3D digital porous media

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Feb 18, 2024
Ali Kashefi, Tapan Mukerji

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Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks

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Oct 30, 2023
Jaehong Chung, Rasool Ahmad, WaiChing Sun, Wei Cai, Tapan Mukerji

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Homogenizing elastic properties of large digital rock images by combining CNN with hierarchical homogenization method

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May 11, 2023
Rasool Ahmad, Mingliang Liu, Michael Ortiz, Tapan Mukerji, Wei Cai

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Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity

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Apr 03, 2023
Ali Kashefi, Leonidas J. Guibas, Tapan Mukerji

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ChatGPT for Programming Numerical Methods

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Mar 25, 2023
Ali Kashefi, Tapan Mukerji

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Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN)

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Sep 30, 2022
Divakar Vashisth, Tapan Mukerji

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Point-Cloud Deep Learning of Porous Media for Permeability Prediction

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Jul 18, 2021
Ali Kashefi, Tapan Mukerji

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Improved POMDP Tree Search Planning with Prioritized Action Branching

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Oct 07, 2020
John Mern, Anil Yildiz, Larry Bush, Tapan Mukerji, Mykel J. Kochenderfer

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Bayesian Optimized Monte Carlo Planning

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Oct 07, 2020
John Mern, Anil Yildiz, Zachary Sunberg, Tapan Mukerji, Mykel J. Kochenderfer

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