Tapan Mukerji

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 17

Top Topics

Partially Observable Markov Decision Process

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Ali Kashefi, Tapan Mukerji
A novel Fourier neural operator framework for classification of multi-sized images: Application to 3D digital porous media. CoRR (2024)
Ali Kashefi, Tapan Mukerji
Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet. Neural Networks 167 (2023)
Ali Kashefi, Leonidas J. Guibas, Tapan Mukerji
Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity. CoRR (2023)
Ali Kashefi, Tapan Mukerji
ChatGPT for Programming Numerical Methods. CoRR (2023)
Jiaxin Yu, Tapan Mukerji, Per Avseth
rockphypy: An extensive Python library for rock physics modeling. SoftwareX 24 (2023)
Jaehong Chung, Rasool Ahmad, WaiChing Sun, Wei Cai, Tapan Mukerji
Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks. CoRR (2023)
Suihong Song, Tapan Mukerji, Jiagen Hou
Bridging the Gap Between Geophysics and Geology With Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Divakar Vashisth, Tapan Mukerji
Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN). CoRR (2022)
Tongjun Chen, Zhijun Lin, Zuiliang Liu, Tapan Mukerji
A Comparative Experiment on Heterogeneous Distributions of Stress Field for Underground Panels With Different Geological Setting in North China. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Ali Kashefi, Tapan Mukerji
Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries. J. Comput. Phys. 468 (2022)
John Mern, Anil Yildiz, Lawrence Bush, Tapan Mukerji, Mykel J. Kochenderfer
Improved POMDP Tree Search Planning with Prioritized Action Branching. AAAI (2021)
John Mern, Anil Yildiz, Zachary Sunberg, Tapan Mukerji, Mykel J. Kochenderfer
Bayesian Optimized Monte Carlo Planning. AAAI (2021)
Ali Kashefi, Tapan Mukerji
Point-Cloud Deep Learning of Porous Media for Permeability Prediction. CoRR (2021)
John Mern, Anil Yildiz, Zachary Sunberg, Tapan Mukerji, Mykel J. Kochenderfer
Bayesian Optimized Monte Carlo Planning. CoRR (2020)
John Mern, Anil Yildiz, Larry Bush, Tapan Mukerji, Mykel J. Kochenderfer
Improved POMDP Tree Search Planning with Prioritized Action Branching. CoRR (2020)
Trygve Olav Fossum, John P. Ryan, Tapan Mukerji, Jo Eidsvik, Thom Maughan, Martin Ludvigsen, Kanna Rajan
Compact models for adaptive sampling in marine robotics. Int. J. Robotics Res. 39 (1) (2020)
Rayan Kanfar, Obai Shaikh, Mehrdad Yousefzadeh, Tapan Mukerji
Real-Time Well Log Prediction From Drilling Data Using Deep Learning. CoRR (2020)
Debarun Bhattacharjya, Jo Eidsvik, Tapan Mukerji
The Value of Information in Portfolio Problems with Dependent Projects. Decis. Anal. 10 (4) (2013)
Heiko Andrä, Nicolas Combaret, Jack Dvorkin, Erik Glatt, Junehee Han, Matthias Kabel, Youngseuk Keehm, Fabian Krzikalla, Minhui Lee, Claudio Madonna, Mike Marsh, Tapan Mukerji, Erik H. Saenger, Ratnanabha Sain, Nishank Saxena, Sarah Ricker, Andreas Wiegmann, Xin Zhan
Digital rock physics benchmarks - Part I: Imaging and segmentation. Comput. Geosci. 50 (2013)
Heiko Andrä, Nicolas Combaret, Jack Dvorkin, Erik Glatt, Junehee Han, Matthias Kabel, Youngseuk Keehm, Fabian Krzikalla, Minhui Lee, Claudio Madonna, Mike Marsh, Tapan Mukerji, Erik H. Saenger, Ratnanabha Sain, Nishank Saxena, Sarah Ricker, Andreas Wiegmann, Xin Zhan
Digital rock physics benchmarks - part II: Computing effective properties. Comput. Geosci. 50 (2013)
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo, Zulima Fernández-Muñiz
Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques. Math. Comput. Model. 54 (11-12) (2011)
Juan Luis Fernández Martínez, Michael Tompkins, Zulima Fernández-Muñiz, Tapan Mukerji
Inverse Problems and Model Reduction Techniques. SMPS (2010)
Juan Luis Fernández Martínez, Esperanza García Gonzalo, Zulima Fernández-Muñiz, Gregoire Mariethoz, Tapan Mukerji
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques. Int. J. Appl. Evol. Comput. 1 (3) (2010)
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo
Particle Swarm Optimization in High Dimensional Spaces. ANTS Conference (2010)
Juan Luis Fernández Martínez, Michael Tompkins, Tapan Mukerji, David Alumbaugh
Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces. SMPS (2010)
Gary Mavko, Nathalie Lucet, Tapan Mukerji
Seismic methods for imaging physical properties of the Earth. ICASSP (1995)