According to our database1, Souvik Chakraborty authored at least 15 papers between 2016 and 2021.
Legend:Book In proceedings Article PhD thesis Other
J. Comput. Phys., 2021
Surrogate assisted active subspace and active subspace assisted surrogate - A new paradigm for high dimensional structural reliability analysis.
Machine learning based digital twin for stochastic nonlinear multi-degree of freedom dynamical system.
Transfer learning enhanced physics informed neural network for phase-field modeling of fracture.
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.
Reliab. Eng. Syst. Saf., 2018
Efficient data-driven reduced-order models for high-dimensional multiscale dynamical systems.
Comput. Phys. Commun., 2018
An efficient algorithm for building locally refined hp - adaptive H-PCFE: Application to uncertainty quantification.
J. Comput. Phys., 2017
Modelling uncertainty in incompressible flow simulation using Galerkin based generalized ANOVA.
Comput. Phys. Commun., 2016