Souvik Chakraborty

Transfer learning based multi-fidelity physics informed deep neural network

Souvik Chakraborty · Journal of Computational Physics · 2020 · 208 citations · Full text

Engineering, Machine Learning, Physics +5

Wavelet Neural Operator for solving parametric partial differential equations in computational mechanics problems

Tapas Tripura, Souvik Chakraborty · Computer Methods in Applied Mechanics and Engineering · 2022 · 132 citations

Numerical Analysis, Wavelet Neural Operator, Engineering +8

A Critical Assessment of Kriging Model Variants for High-Fidelity Uncertainty Quantification in Dynamics of composite Shells

T. Mukhopadhyay, Souvik Chakraborty, Sudip Dey et al. · Archives of Computational Methods in Engineering · 2016 · 128 citations

Numerical Analysis, Engineering, Composite Shells +14

A Gaussian process latent force model for joint input-state estimation in linear structural systems

Rajdip Nayek, Souvik Chakraborty, Sriram Narasimhan · Mechanical Systems and Signal Processing · 2019 · 116 citations · Full text

State Estimation, Linear Structural Systems, Joint Input-state Estimation +11

Wind load on irregular plan shaped tall building - a case study

Souvik Chakraborty, Sujit Kumar Dalui, Ashok Kumar Ahuja · Wind and Structures · 2014 · 76 citations

Wind Load, Engineering, Wind Tunnel Studies +18