Souvik Chakraborty
Souvik Chakraborty
Assistant Professor, IIT Delhi
Verified email at - Homepage
Cited by
Cited by
Transfer learning enhanced physics informed neural network for phase-field modeling of fracture
S Goswami, C Anitescu, S Chakraborty, T Rabczuk
Theoretical and Applied Fracture Mechanics 106, 102447, 2020
A Critical Assessment of Kriging Model Variants for High-Fidelity Uncertainty Quantification in Dynamics of composite Shells
T Mukhopadhyay, S Chakraborty, S Dey, S Adhikari, R Chowdhury
Archives of Computational Methods in Engineering 24 (3), 495-518, 2017
A critical review of surrogate assisted robust design optimization
T Chatterjee, S Chakraborty, R Chowdhury
Archives of Computational Methods in Engineering 26 (1), 245-274, 2019
Wind load on irregular plan shaped tall building – a case study
S Chakraborty, SK Dalui, AK Ahuja
Wind and Structures 19 (1), 59-73, 2014
A semi-analytical framework for structural reliability analysis
S Chakraborty, R Chowdhury
Computer Methods in Applied Mechanics and Engineering 289 (1), 475--497, 2015
Stochastic Free Vibration Analysis of Laminated Composite Plates using Polynomial Correlated Function Expansion
S Chakraborty, B Mandal, R Chowdhury, A Chakrabarti
Composite Structures, 2015
A Gaussian process latent force model for joint input-state estimation in linear structural systems
R Nayek, S Chakraborty, S Narasimhan
arXiv preprint arXiv:1904.00093, 2019
Kriging-based approach for estimation of vehicular speed and passenger car units on an urban arterial
S Biswas, S Chakraborty, S Chandra, I Ghosh
Journal of transportation engineering, Part A: Systems 143 (3), 04016013, 2017
Transfer learning based multi-fidelity physics informed deep neural network
S Chakraborty
Journal of Computational Physics 426, 109942, 2021
Wind induced pressure on 'Y' plan shape tall building
S Mukherjee, S Chakraborty, SK Dalui, AK Ahuja
Wind and Structures - An International Journal 19 (5), 523-540, 2014
Sequential experimental design based generalised ANOVA
S Chakraborty, R Chowdhury
Journal of Computational Physics 317, 15-32, 2016
A hybrid approach for global sensitivity analysis
S Chakraborty, R Chowdhury
Reliability Engineering & System Safety 158, 50-57, 2017
A surrogate based multi-fidelity approach for robust design optimization
S Chakraborty, T Chatterjee, R Chowdhury, S Adhikari
Applied Mathematical Modelling 47, 726-744, 2017
Hybrid framework for the estimation of rare failure event probability
S Chakraborty, R Chowdhury
Journal of Engineering Mechanics 143 (5), 04017010, 2017
The role of surrogate models in the development of digital twins of dynamic systems
S Chakraborty, S Adhikari, R Ganguli
Applied Mathematical Modelling 90, 662-681, 2021
A bi-level approximation tool for the computation of FRFs in stochastic dynamic systems
T Chatterjee, S Chakraborty, R Chowdhury
Mechanical Systems and Signal processing, 484-505, 2015
Dynamical accelerated performance measure approach for efficient reliability-based design optimization with highly nonlinear probabilistic constraints
B Keshtegar, S Chakraborty
Reliability Engineering & System Safety 178, 69-83, 2018
Polynomial correlated function expansion
S Chakraborty, R Chowdhury
Modeling and simulation techniques in structural engineering, 348-373, 2017
Assessment of polynomial correlated function expansion for high-fidelity structural reliability analysis
S Chakraborty, R Chowdhury
Structural Safety 59, 9-19, 2016
Multivariate function approximations using the D-MORPH algorithm
S Chakraborty, R Chowdhury
Applied Mathematical Modelling 39 (23-24), 7155-7180, 2015
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