Souvik Chakraborty

According to our database1, Souvik Chakraborty authored at least 15 papers between 2016 and 2021.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2021
Transfer learning based multi-fidelity physics informed deep neural network.
J. Comput. Phys., 2021

Surrogate assisted active subspace and active subspace assisted surrogate - A new paradigm for high dimensional structural reliability analysis.
CoRR, 2021

Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system.
CoRR, 2021

State estimation with limited sensors - A deep learning based approach.
CoRR, 2021

2020
Machine learning based digital twin for dynamical systems with multiple time-scales.
CoRR, 2020

The role of surrogate models in the development of digital twins of dynamic systems.
CoRR, 2020

2019
Transfer learning enhanced physics informed neural network for phase-field modeling of fracture.
CoRR, 2019

Threshold shift method for reliability-based design optimization.
CoRR, 2019

A Gaussian process latent force model for joint input-state estimation in linear structural systems.
CoRR, 2019

2018
Dynamical accelerated performance measure approach for efficient reliability-based design optimization with highly nonlinear probabilistic constraints.
Reliab. Eng. Syst. Saf., 2018

Efficient data-driven reduced-order models for high-dimensional multiscale dynamical systems.
Comput. Phys. Commun., 2018

2017
A hybrid approach for global sensitivity analysis.
Reliab. Eng. Syst. Saf., 2017

An efficient algorithm for building locally refined hp - adaptive H-PCFE: Application to uncertainty quantification.
J. Comput. Phys., 2017

2016
Sequential experimental design based generalised ANOVA.
J. Comput. Phys., 2016

Modelling uncertainty in incompressible flow simulation using Galerkin based generalized ANOVA.
Comput. Phys. Commun., 2016


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