Dimitris G. Giovanis

Available identifiers

Publication	Date of Publication	Type
Grassmannian diffusion maps based surrogate modeling via geometric harmonics	2023-11-20	Paper
Data-driven uncertainty quantification in computational human head models	2022-08-03	Paper
Imprecise Subset Simulation	2021-10-21	Paper
Bayesian updating with subset simulation using artificial neural networks	2020-04-06	Paper
A GPU domain decomposition solution for spectral stochastic finite element method	2020-04-06	Paper
A neural network-based surrogate model for carbon nanotubes with geometric nonlinearities	2020-04-06	Paper
A data-driven computational homogenization method based on neural networks for the nonlinear anisotropic electrical response of graphene/polymer nanocomposites	2019-08-19	Paper
A new perspective on the solution of uncertainty quantification and reliability analysis of large-scale problems	2018-08-28	Paper
Stochastic finite element methods. An introduction	2017-12-11	Paper
An adaptive spectral Galerkin stochastic finite element method using variability response functions	2016-12-30	Paper
Accelerated subset simulation with neural networks for reliability analysis	2012-12-17	Paper

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MaRDI profile type	MaRDI person profile
instance of	human

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