Souvik Chakraborty
Indian Institute of Technology Delhi
H-index: 30
Asia-India
Top articles of Souvik Chakraborty
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Continuous control of structural vibrations using hybrid deep reinforcement learning policy | Expert Systems with Applications | Jagajyoti Panda Mudit Chopra Vasant Matsagar Souvik Chakraborty | 2024/4/29 |
Generative adversarial wavelet neural operator: Application to fault detection and isolation of multivariate time series data | arXiv preprint arXiv:2401.04004 | Jyoti Rani Tapas Tripura Hariprasad Kodamana Souvik Chakraborty | 2024/1/8 |
Waveformer for modeling dynamical systems | Mechanical Systems and Signal Processing | N Navaneeth Souvik Chakraborty | 2024/4/1 |
Physics informed WNO | Computer Methods in Applied Mechanics and Engineering | N Navaneeth Tapas Tripura Souvik Chakraborty | 2024/1/5 |
Data-driven discovery of interpretable Lagrangian of stochastically excited dynamical systems | arXiv preprint arXiv:2402.17122 | Tapas Tripura Satyam Panda Budhaditya Hazra Souvik Chakraborty | 2024/2/27 |
Discovering interpretable Lagrangian of dynamical systems from data | Computer Physics Communications | Tapas Tripura Souvik Chakraborty | 2024/1/1 |
PhyPlan: Compositional and Adaptive Physical Task Reasoning with Physics-Informed Skill Networks for Robot Manipulators | arXiv preprint arXiv:2402.15767 | Harshil Vagadia Mudit Chopra Abhinav Barnawal Tamajit Banerjee Shreshth Tuli | 2024/2/24 |
Discovering stochastic partial differential equations from limited data using variational Bayes inference | Computer Methods in Applied Mechanics and Engineering | Yogesh Chandrakant Mathpati Tapas Tripura Rajdip Nayek Souvik Chakraborty | 2024/1/1 |
Atomistic simulation assisted error-inclusive Bayesian machine learning for probabilistically unraveling the mechanical properties of solidified metals | npj Computational Materials | A Mahata T Mukhopadhyay S Chakraborty M Asle Zaeem | 2024/1/24 |
An iterative gradient descent-based reinforcement learning policy for active control of structural vibrations | Computers & Structures | Jagajyoti Panda Mudit Chopra Vasant Matsagar Souvik Chakraborty | 2024/1/1 |
Deep neural operators can predict the real-time response of floating offshore structures under irregular waves | Computers & Structures | Qianying Cao Somdatta Goswami Tapas Tripura Souvik Chakraborty George Em Karniadakis | 2024/1/15 |
Uncertainty quantification and sensitivity analysis for digital twin enabling technology: Application for bison fuel performance code | PLoS computational biology | Federica Gugole Luc E Coffeng Wouter Edeling Benjamin Sanderse Sake J De Vlas | 2021/9/17 |
Transfer Learning Technique Using Similar Phenomena Training for Fuel Digital Twins of Nuclear Systems | J. Daniell K Kobayashi P. Bhowmik S. Chakraborty S. Alam | 2023/7 | |
Fault detection and isolation using probabilistic wavelet neural operator auto-encoder with application to dynamic processes | Process Safety and Environmental Protection | Jyoti Rani Tapas Tripura Hariprasad Kodamana Souvik Chakraborty Prakash Kumar Tamboli | 2023/5/1 |
Deep Physics Corrector: A physics enhanced deep learning architecture for solving stochastic differential equations | Journal of Computational Physics | Tushar Souvik Chakraborty | 2023/2/10 |
Digital Twin for Dynamical Systems | Tapas Tripura Shailesh Garg Souvik Chakraborty | 2023/10/4 | |
A Bayesian framework for learning governing partial differential equation from data | Physica D: Nonlinear Phenomena | Kalpesh Sanjay More Tapas Tripura Rajdip Nayek Souvik Chakraborty | 2023/12/15 |
Interpretable Machine Learning Approach for Reliability Analysis | K. More Y. Mathpati T. Tripura R. Nayek S. Alam | 2023 | |
VB-DeepONet: A Bayesian operator learning framework for uncertainty quantification | Engineering Applications of Artificial Intelligence | Shailesh Garg Souvik Chakraborty | 2023/2/1 |
MAntRA: A framework for model agnostic reliability analysis | Reliability Engineering & System Safety | Yogesh Chandrakant Mathpati Kalpesh Sanjay More Tapas Tripura Rajdip Nayek Souvik Chakraborty | 2023/7/1 |
Co-Authors
