Tapan Mukerji
Stanford University
H-index: 50
North America-United States
Top articles of Tapan Mukerji
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A novel Fourier neural operator framework for classification of multi-sized images: Application to 3D digital porous media | arXiv preprint arXiv:2402.11568 | Ali Kashefi Tapan Mukerji | 2024/2/18 |
Well Placement Optimization for Avoiding Caves Using GANs and POMDPs | Rayan Kanfar Lama El Halabi Tyler Hall Tapan Mukerji | 2024/2/12 | |
Estimation of Reservoir Fracture Properties from Seismic Data Using Markov Chain Monte Carlo Methods | Mathematical Geosciences | Runhai Feng Klaus Mosegaard Tapan Mukerji Dario Grana | 2024/1/10 |
Soil geochemistry of hydrogen and other gases along the San Andreas Fault | International Journal of Hydrogen Energy | Yashee Mathur Victor Awosiji Tapan Mukerji Allegra Hosford Scheirer Kenneth E Peters | 2024/1/2 |
Geostatistical Inversion for Subsurface Characterization Using Stein Variational Gradient Descent with Autoencoder Neural Network: An Application to Geologic Carbon Sequestration | Authorea Preprints | Mingliang Liu Dario Grana Tapan Mukerji | 2024/3/21 |
Applications of deep neural networks in exploration seismology: A technical survey | Geophysics | S Mostafa Mousavi Gregory C Beroza Tapan Mukerji Majid Rasht-Behesht | 2024/1/1 |
Prediction of effective elastic moduli of rocks using Graph Neural Networks | Computer Methods in Applied Mechanics and Engineering | Jaehong Chung Rasool Ahmad WaiChing Sun Wei Cai Tapan Mukerji | 2024/3/1 |
Identifying Sub-environments in a Tidal Flat: An MDS Approach | EGU General Assembly Conference Abstracts | Ankur Roy Tapan Mukerji Amitabha Chakrabarti | 2023/5 |
Stochastic geomodeling of karst morphology by dynamic graph dissolution | Mathematical Geosciences | Rayan Kanfar Tapan Mukerji | 2023/9/1 |
rockphypy: An extensive Python library for rock physics modeling | SoftwareX | Jiaxin Yu Tapan Mukerji Per Avseth | 2023/12/1 |
Computation of effective elastic moduli of rocks using hierarchical homogenization | Journal of the Mechanics and Physics of Solids | Rasool Ahmad Mingliang Liu Michael Ortiz Tapan Mukerji Wei Cai | 2023/5/1 |
Spatial statistical analysis and geomodelling of banana holes using point patterns and generative adversarial networks | Rayan Kanfar Charles Breithaupt Tapan Mukerji | 2023/8/27 | |
Stochastic Facies Inversion with Prior Sampling by Conditional Generative Adversarial Networks Based on Training Image | Mathematical Geosciences | Runhai Feng Klaus Mosegaard Dario Grana Tapan Mukerji Thomas Mejer Hansen | 2023/11/23 |
Joint inversion of geophysical data for geologic carbon sequestration monitoring: A differentiable physics‐informed neural network model | Journal of Geophysical Research: Solid Earth | Mingliang Liu Divakar Vashisth Dario Grana Tapan Mukerji | 2023 |
Formulating and Solving the Data-Consistent Geophysical Inverse Problem for Subsurface Modeling Applications | Alex Miltenberger Lijing Wang Tapan Mukerji Jef Caers | 2023/5/27 | |
ChatGPT for Programming Numerical Problems of Fluid Mechanics | Bulletin of the American Physical Society | Ali Kashefi Tapan Mukerji | 2023/11/20 |
Hierarchical homogenization with deep‐learning‐based surrogate model for rapid estimation of effective permeability from digital rocks | Journal of Geophysical Research: Solid Earth | Mingliang Liu Rasool Ahmad Wei Cai Tapan Mukerji | 2023/2 |
Homogenizing elastic properties of large digital rock images by combining CNN with hierarchical homogenization method | arXiv preprint arXiv:2305.06519 | Rasool Ahmad Mingliang Liu Michael Ortiz Tapan Mukerji Wei Cai | 2023/5/11 |
Bayesian geophysical basin modeling with seismic kinematic metrics to quantify uncertainty for pore pressure prediction | Geophysics | Josue Fonseca Anshuman Pradhan Tapan Mukerji | 2023/11/1 |
Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity | Journal of Machine Learning for Modeling and Computing | Ali Kashefi Leonidas J Guibas Tapan Mukerji | 2023 |
Co-Authors
