Mukerji, Tapan
- ChatGPT for Programming Numerical Methods
2023/03/21 by Ali Kashefi, Tapan Mukerji, Kashefi, Ali +1 · 1 voice · 5 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Software Engineering (cs.SE) #cs.LG #cs.SE #math.NA
- Prediction of fluid flow in porous media by sparse observations and physics-informed PointNet
2022/08/29 by Ali Kashefi, Kashefi, Ali, Tapan Mukerji +1 · 3 citations
Computer Science · Engineering · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Geophysics (physics.geo-ph) #Image and Signal Denoising Methods #Model Reduction and Neural Networks
- Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity
2023/03/22 by Ali Kashefi, Leonidas Guibas, Kashefi, Ali +3 · 2 citations
Physics and Astronomy · Materials Science · #Model Reduction and Neural Networks #Machine Learning in Materials Science #Magnetic Properties and Applications
- Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks
2023/10/30 by Jaehong Chung, Chung, Jaehong, Rasool Ahmad +7 · 2 citations
Engineering · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Hydrocarbon exploration and reservoir analysis #Machine Learning (cs.LG) #Mineral Processing and Grinding #Rock Mechanics and Modeling
- Physics-informed KAN PointNet: Deep learning for simultaneous solutions to inverse problems in incompressible flow on numerous irregular geometries
2025/04/08 by Kashefi, Ali, Mukerji, Tapan · 3 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG)
- Well log data generation and imputation using sequence-based generative adversarial networks
2024/12/01 by Abdulrahman Al‐Fakih, Al-Fakih, Abdulrahman, Ardiansyah Koeshidayatullah +7 · 2 citations
Earth and Planetary Sciences · Computer Science · #Seismic Imaging and Inversion Techniques #Image Processing and 3D Reconstruction #Seismology and Earthquake Studies