Souvik Chakraborty

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h-index	32	28
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Rajib ChowdhuryProfessor, IIT Roorkee, IndiaVerified email at ce.iitr.ac.in
Tapas TripuraIndian Institute of Technology DelhiVerified email at iitd.ac.in
Sondipon AdhikariProfessor of Engineering Mechanics, The University of GlasgowVerified email at glasgow.ac.uk
Somdatta GoswamiAssistant Professor, Civil and Systems Engineering, Johns Hopkins UniversityVerified email at jh.edu
Rajdip NayekAssistant Professor, IIT DelhiVerified email at am.iitd.ac.in
Shailesh GargStudentVerified email at iitd.ac.in
Timon RabczukBauhaus University WeimarVerified email at uni-weimar.de
Tanmoy ChatterjeeLecturer, School of Mechanical Engineering Sciences, University of SurreyVerified email at surrey.ac.uk
Solomon TesfamariamProfessor of Engineering, University of WaterlooVerified email at uWaterloo.ca
Tanmoy MukhopadhyaySouthampton, IIT Kanpur, Oxford, SwanseaVerified email at eng.ox.ac.uk
Dr. Sujit Kumar DaluiAssociate Professor, Indian Institute of Engineering Science and Technology, Shibpur, HowrahVerified email at civil.iiests.ac.in
Cosmin AnitescuBauhaus-Universität WeimarVerified email at syr.edu
Navaneeth NIndian institute of TechnologyVerified email at iitd.ac.in
Anupam ChakrabartiIndiaVerified email at iitr.ernet.in
Sudip DeyNIT Silchar (India), Swansea University (UK), IPF (Germany)Verified email at mech.nits.ac.in
Indrajit GhoshProfessor, Dept of Civil Engg & Joint Faculty, Mehta Family School of Data Science & AI, IIT RoorkeeVerified email at iitr.ac.in
Budhaditya HazraAssociate Professor, Dept. of Civil Engineering, Indian Institute of Technology, Guwahati, India.Verified email at iitg.ernet.in
Susmita NaskarUniversity of SouthamptonVerified email at soton.ac.uk
Syed Bahauddin Alam (Syed Alam)Assistant Professor: University of Illinois Urbana-Champaign || PhD & MPhil: University of CambridgeVerified email at illinois.edu
Ranjan GanguliViasat Inc.Verified email at viasat.com

Souvik Chakraborty

Assistant Professor, IIT Delhi

Verified email at am.iitd.ac.in - Homepage

Deep learning Digital Twin Stochastic Mechanics Reliability Analysis Reduced order models


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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	601	2020
Transfer learning based multi-fidelity physics informed deep neural network S Chakraborty Journal of Computational Physics 426, 109942, 2021	192	2021
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	174	2019
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	156*	2023
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	147	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	121	2021
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	115	2019
Machine learning based digital twin for dynamical systems with multiple time-scales S Chakraborty, S Adhikari Computers and Structures 243, 106410, 2021	106	2021
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	98	2014
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	72	2014
Stochastic Free Vibration Analysis of Laminated Composite Plates using Polynomial Correlated Function Expansion S Chakraborty, B Mandal, R Chowdhury, A Chakrabarti Composite Structures, 2015	67	2015
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	64	2017
A semi-analytical framework for structural reliability analysis S Chakraborty, R Chowdhury Computer Methods in Applied Mechanics and Engineering 289 (1), 475--497, 2015	63	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	51	2018
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	50	2017
A hybrid approach for global sensitivity analysis S Chakraborty, R Chowdhury Reliability Engineering & System Safety 158, 50-57, 2017	46	2017
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	46	2014
Learning the stress-strain fields in digital composites using fourier neural operator MM Rashid, T Pittie, S Chakraborty, NMA Krishnan iScience, 105452, 2022	45	2022
Sequential experimental design based generalised ANOVA S Chakraborty, R Chowdhury Journal of Computational Physics 317, 15-32, 2016	45	2016
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	42	2019

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