According to our database1, Souvik Chakraborty authored at least 10 papers between 2016 and 2020.
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The role of surrogate models in the development of digital twins of dynamic systems.
Transfer learning enhanced physics informed neural network for phase-field modeling of fracture.
Threshold shift method for reliability-based design optimization.
A Gaussian process latent force model for joint input-state estimation in linear structural systems.
Dynamical accelerated performance measure approach for efficient reliability-based design optimization with highly nonlinear probabilistic constraints.
Rel. Eng. & Sys. Safety, 2018
Efficient data-driven reduced-order models for high-dimensional multiscale dynamical systems.
Computer Physics Communications, 2018
A hybrid approach for global sensitivity analysis.
Rel. Eng. & Sys. Safety, 2017
An efficient algorithm for building locally refined hp - adaptive H-PCFE: Application to uncertainty quantification.
J. Comput. Phys., 2017
Sequential experimental design based generalised ANOVA.
J. Comput. Phys., 2016
Modelling uncertainty in incompressible flow simulation using Galerkin based generalized ANOVA.
Computer Physics Communications, 2016