Tapan Mukerji - RankMe

37 papers A* 2Misc 1Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Forecasting the spatiotemporal evolution of fluid-induced microearthquakes with deep learning. CoRR Jaehong Chung, Michael Manga, Timothy Kneafsey, Tapan Mukerji, Mengsu Hu
2025	J	`jnl`	Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock image. CoRR Jaehong Chung, Wei Cai, Tapan Mukerji
2025	J	`jnl`	Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries. CoRR Ali Kashefi, Tapan Mukerji
2025	J	`jnl`	Physics-informed multi-grid neural operator: Theory and an application to porous flow simulation. J. Comput. Phys. Suihong Song, Tapan Mukerji, Dongxiao Zhang
2025	J	`jnl`	Pix2Geomodel: A Next-Generation Reservoir Geomodeling with Property-to-Property Translation. CoRR Abdulrahman Al-Fakih, Ardiansyah Koeshidayatullah, Nabil A. Saraih, Tapan Mukerji, Rayan Kanfar, Abdulmohsen Alali, Sanlinn I. Kaka
2025	J	`jnl`	Quantifying Model Misrepresentation in Geophysical Inversion for Critical Mineral Exploration. IEEE Trans. Geosci. Remote. Sens. Zhen Yin, Alex Miltenberger, Mark Topinka, Lijing Wang, Tapan Mukerji, Jef Caers
2025	J	`jnl`	Seismic inversion using hybrid quantum neural networks. CoRR Divakar Vashisth, Rohan Sharma, Tapan Mukerji, Mrinal K. Sen
2025	J	`jnl`	Vision Mamba for Permeability Prediction of Porous Media. CoRR Ali Kashefi, Tapan Mukerji
2024	J	`jnl`	A novel Fourier neural operator framework for classification of multi-sized images: Application to 3D digital porous media. CoRR Ali Kashefi, Tapan Mukerji
2024	J	`jnl`	Enhanced anomaly detection in well log data through the application of ensemble GANs. CoRR Abdulrahman Al-Fakih, Ardiansyah Koeshidayatullah, Tapan Mukerji, Sanlinn I. Kaka
2024	J	`jnl`	Well log data generation and imputation using sequence-based generative adversarial networks. CoRR Abdulrahman Al-Fakih, Ardiansyah Koeshidayatullah, Tapan Mukerji, Sadam Al-Azani, Sanlinn I. Kaka
2023	J	`jnl`	ChatGPT for Programming Numerical Methods. CoRR Ali Kashefi, Tapan Mukerji
2023	J	`jnl`	Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity. CoRR Ali Kashefi, Leonidas J. Guibas, Tapan Mukerji
2023	J	`jnl`	Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks. CoRR Jaehong Chung, Rasool Ahmad, WaiChing Sun, Wei Cai, Tapan Mukerji
2023	J	`jnl`	Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet. Neural Networks Ali Kashefi, Tapan Mukerji
2023	J	`jnl`	rockphypy: An extensive Python library for rock physics modeling. SoftwareX Jiaxin Yu, Tapan Mukerji, Per Avseth
2022	J	`jnl`	A Comparative Experiment on Heterogeneous Distributions of Stress Field for Underground Panels With Different Geological Setting in North China. IEEE Trans. Geosci. Remote. Sens. Tongjun Chen, Zhijun Lin, Zuiliang Liu, Tapan Mukerji
2022	J	`jnl`	Bridging the Gap Between Geophysics and Geology With Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. Suihong Song, Tapan Mukerji, JiaGen Hou
2022	J	`jnl`	Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN). CoRR Divakar Vashisth, Tapan Mukerji
2022	J	`jnl`	Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries. J. Comput. Phys. Ali Kashefi, Tapan Mukerji
2021	A*	`conf`	Bayesian Optimized Monte Carlo Planning. AAAI John Mern, Anil Yildiz, Zachary Sunberg, Tapan Mukerji, Mykel J. Kochenderfer
2021	A*	`conf`	Improved POMDP Tree Search Planning with Prioritized Action Branching. AAAI John Mern, Anil Yildiz, Lawrence Bush, Tapan Mukerji, Mykel J. Kochenderfer
2021	J	`jnl`	Point-Cloud Deep Learning of Porous Media for Permeability Prediction. CoRR Ali Kashefi, Tapan Mukerji
2020	J	`jnl`	Bayesian Optimized Monte Carlo Planning. CoRR John Mern, Anil Yildiz, Zachary Sunberg, Tapan Mukerji, Mykel J. Kochenderfer
2020	J	`jnl`	Compact models for adaptive sampling in marine robotics. Int. J. Robotics Res. Trygve Olav Fossum, John P. Ryan, Tapan Mukerji, Jo Eidsvik, Thom Maughan, Martin Ludvigsen, Kanna Rajan
2020	J	`jnl`	Improved POMDP Tree Search Planning with Prioritized Action Branching. CoRR John Mern, Anil Yildiz, Larry Bush, Tapan Mukerji, Mykel J. Kochenderfer
2020	J	`jnl`	Real-Time Well Log Prediction From Drilling Data Using Deep Learning. CoRR Rayan Kanfar, Obai Shaikh, Mehrdad Yousefzadeh, Tapan Mukerji
2013	J	`jnl`	Digital rock physics benchmarks - Part I: Imaging and segmentation. Comput. Geosci. 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
2013	J	`jnl`	Digital rock physics benchmarks - part II: Computing effective properties. Comput. Geosci. 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
2013	J	`jnl`	The Value of Information in Portfolio Problems with Dependent Projects. Decis. Anal. Debarun Bhattacharjya, Jo Eidsvik, Tapan Mukerji
2011	—	`ch.`	Derivative-Free Optimization for Oil Field Operations. Computational Optimization and Applications in Engineering and Industry David Echeverría Ciaurri, Tapan Mukerji, Louis J. Durlofsky
2011	J	`jnl`	Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques. Math. Comput. Model. Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo, Zulima Fernández-Muñiz
2010	—	`conf`	Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces. SMPS Juan Luis Fernández Martínez, Michael Tompkins, Tapan Mukerji, David Alumbaugh
2010	—	`conf`	Inverse Problems and Model Reduction Techniques. SMPS Juan Luis Fernández Martínez, Michael Tompkins, Zulima Fernández-Muñiz, Tapan Mukerji
2010	—	`conf`	Particle Swarm Optimization in High Dimensional Spaces. ANTS Conference Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo
2010	J	`jnl`	Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques. Int. J. Appl. Evol. Comput. Juan Luis Fernández Martínez, Esperanza García Gonzalo, Zulima Fernández-Muñiz, Grégoire Mariéthoz, Tapan Mukerji
1995	Misc	`conf`	Seismic methods for imaging physical properties of the Earth. ICASSP Gary Mavko, Nathalie Lucet, Tapan Mukerji