Gianluca Geraci

Available identifiers

zbMath Open geraci.gianlucaMaRDI QIDQ283319

List of research outcomes

Publication	Date of Publication	Type
Multifidelity uncertainty quantification with models based on dissimilar parameters	2023-09-12	Paper
MFNets: MULTI-FIDELITY DATA-DRIVEN NETWORKS FOR BAYESIAN LEARNING AND PREDICTION	2022-11-24	Paper
EXPLORATION OF MULTIFIDELITY UQ SAMPLING STRATEGIES FOR COMPUTER NETWORK APPLICATIONS	2022-11-24	Paper
Multifidelity data fusion in convolutional encoder/decoder networks	2022-11-18	Paper
A generalized approximate control variate framework for multifidelity uncertainty quantification	2022-04-08	Paper
MFNets: data efficient all-at-once learning of multifidelity surrogates as directed networks of information sources	2021-11-24	Paper
Towards a unified multiresolution scheme for treating discontinuities in differential equations with uncertainties	2021-02-19	Paper
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence	2021-01-27	Paper
Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics	2020-05-28	Paper
Adaptive Multi-index Collocation for Uncertainty Quantification and Sensitivity Analysis	2019-09-30	Paper
High-order statistics in global sensitivity analysis: decomposition and model reduction	2019-06-12	Paper
Stochastic discrete equation method (SDEM) for two-phase flows	2016-12-20	Paper
A one-time truncate and encode multiresolution stochastic framework	2016-12-05	Paper
A novel weakly-intrusive non-linear multiresolution framework for uncertainty quantification in hyperbolic partial differential equations	2016-05-13	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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This page was built for person: Gianluca Geraci