Theo dõi
Souvik Chakraborty
Souvik Chakraborty
Assistant Professor, IIT Delhi
Email được xác minh tại am.iitd.ac.in - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
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
6692020
Transfer learning based multi-fidelity physics informed deep neural network
S Chakraborty
Journal of Computational Physics 426, 109942, 2021
2082021
Wavelet neural operator for solving parametric partial differential equations in computational mechanics problems
T Tripura, S Chakraborty
Computer Methods in Applied Mechanics and Engineering 404, 115783, 2023
189*2023
A critical review of surrogate assisted robust design optimization
T Chatterjee, S Chakraborty, R Chowdhury
Archives of Computational Methods in Engineering 26, 245-274, 2019
1812019
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
1512017
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
1352021
A Gaussian process latent force model for joint input-state estimation in linear structural systems
R Nayek, S Chakraborty, S Narasimhan
Mechanical Systems and Signal Processing 128, 497-530, 2019
1212019
Machine learning based digital twin for dynamical systems with multiple time-scales
S Chakraborty, S Adhikari
Computers and Structures 243, 106410, 2021
1172021
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
1022014
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
752014
Stochastic Free Vibration Analysis of Laminated Composite Plates using Polynomial Correlated Function Expansion
S Chakraborty, B Mandal, R Chowdhury, A Chakrabarti
Composite Structures, 2015
672015
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
662017
A semi-analytical framework for structural reliability analysis
S Chakraborty, R Chowdhury
Computer Methods in Applied Mechanics and Engineering 289 (1), 475--497, 2015
622015
Learning the stress-strain fields in digital composites using fourier neural operator
MM Rashid, T Pittie, S Chakraborty, NMA Krishnan
iScience, 105452, 2022
522022
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
522018
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
502017
A hybrid stochastic sensitivity analysis for low-frequency vibration and low-velocity impact of functionally graded plates
PK Karsh, T Mukhopadhyay, S Chakraborty, S Naskar, S Dey
Composites Part B: Engineering 176, 107221, 2019
482019
A hybrid approach for global sensitivity analysis
S Chakraborty, R Chowdhury
Reliability Engineering & System Safety 158, 50-57, 2017
472017
Experimental investigation of surface pressure on ‘+’plan shape tall building
S Chakraborty, SK Dalui, AK Ahuja
Jordan Journal of Civil Engineering 8 (3), 251-262, 2014
472014
Sequential experimental design based generalised ANOVA
S Chakraborty, R Chowdhury
Journal of Computational Physics 317, 15-32, 2016
452016
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