Tapan Mukerji

Orcid: 0000-0003-1711-1850

According to our database1, Tapan Mukerji authored at least 25 papers between 1995 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
A novel Fourier neural operator framework for classification of multi-sized images: Application to 3D digital porous media.
CoRR, 2024

2023
rockphypy: An extensive Python library for rock physics modeling.
SoftwareX, December, 2023

Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet.
Neural Networks, October, 2023

Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks.
CoRR, 2023

Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity.
CoRR, 2023

ChatGPT for Programming Numerical Methods.
CoRR, 2023

2022
Bridging the Gap Between Geophysics and Geology With Generative Adversarial Networks.
IEEE Trans. Geosci. Remote. Sens., 2022

A Comparative Experiment on Heterogeneous Distributions of Stress Field for Underground Panels With Different Geological Setting in North China.
IEEE Trans. Geosci. Remote. Sens., 2022

Physics-informed PointNet: A deep learning solver for steady-state incompressible flows and thermal fields on multiple sets of irregular geometries.
J. Comput. Phys., 2022

Direct Estimation of Porosity from Seismic Data using Rock and Wave Physics Informed Neural Networks (RW-PINN).
CoRR, 2022

2021
Point-Cloud Deep Learning of Porous Media for Permeability Prediction.
CoRR, 2021

Bayesian Optimized Monte Carlo Planning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Improved POMDP Tree Search Planning with Prioritized Action Branching.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Compact models for adaptive sampling in marine robotics.
Int. J. Robotics Res., 2020

Real-Time Well Log Prediction From Drilling Data Using Deep Learning.
CoRR, 2020

2013
Digital rock physics benchmarks - part II: Computing effective properties.
Comput. Geosci., 2013

Digital rock physics benchmarks - Part I: Imaging and segmentation.
Comput. Geosci., 2013

The Value of Information in Portfolio Problems with Dependent Projects.
Decis. Anal., 2013

2011
Derivative-Free Optimization for Oil Field Operations.
Proceedings of the Computational Optimization and Applications in Engineering and Industry, 2011

Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques.
Math. Comput. Model., 2011

2010
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques.
Int. J. Appl. Evol. Comput., 2010

Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Inverse Problems and Model Reduction Techniques.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Particle Swarm Optimization in High Dimensional Spaces.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010

1995
Seismic methods for imaging physical properties of the Earth.
Proceedings of the 1995 International Conference on Acoustics, 1995


  Loading...