Gianluca Geraci

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Alex GorodetskyAssociate Professor of Aerospace Engineering, University of MichiganPreverjeni e-poštni naslov na umich.edu
Gianluca IaccarinoStanford UniversityPreverjeni e-poštni naslov na stanford.edu
Pietro Marco CongedoINRIAPreverjeni e-poštni naslov na inria.fr
John JakemanPrincipal Member of Technical Staff, Sandia National LaboratoriesPreverjeni e-poštni naslov na sandia.gov
Remi AbgrallUniverstät ZürichPreverjeni e-poštni naslov na math.uzh.ch
Daniele SchiavazziAssociate Professor, University of Notre DamePreverjeni e-poštni naslov na nd.edu
Cosmin SaftaSandia National LabsPreverjeni e-poštni naslov na sandia.gov
Alison Lesley MarsdenDouglass M. and Nola Leishman Professor of Cardiovascular Disease, Stanford UniversityPreverjeni e-poštni naslov na stanford.edu
Habib NajmSandia National LaboratoriesPreverjeni e-poštni naslov na sandia.gov
Khachik SargsyanSandia National LaboratoriesPreverjeni e-poštni naslov na sandia.gov
Xiaoshu ZengPostdoc in CEE, University of Southern CaliforniaPreverjeni e-poštni naslov na usc.edu
Tom SeidlSenior Member of the Technical Staff, Sandia National LaboratoriesPreverjeni e-poštni naslov na sandia.gov
Youssef MarzoukProfessor, Massachusetts Institute of TechnologyPreverjeni e-poštni naslov na mit.edu
Alireza DoostanUniversity of Colorado, BoulderPreverjeni e-poštni naslov na colorado.edu
Lluís Jofre CruanyesUniversitat Politècnica de Catalunya · BarcelonaTech (UPC)Preverjeni e-poštni naslov na upc.edu
Roger GhanemProfessor Civil Engineering, University of Southern CaliforniaPreverjeni e-poštni naslov na usc.edu
Ryan N. KingNational Renewable Energy LaboratoryPreverjeni e-poštni naslov na nrel.gov
Xun HuanAssociate Professor of Mechanical Engineering, University of MichiganPreverjeni e-poštni naslov na umich.edu
Laura P. SwilerSandia National LaboratoriesPreverjeni e-poštni naslov na sandia.gov
Hillary R FairbanksLawrence Livermore National LabPreverjeni e-poštni naslov na llnl.gov

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Gianluca Geraci

Sandia National Laboratories

Preverjeni e-poštni naslov na sandia.gov - Domača stran

UQ Data-Driven Modeling Multi-fidelity Design Under Uncertainty CFD


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
A generalized approximate control variate framework for multifidelity uncertainty quantification AA Gorodetsky, G Geraci, MS Eldred, JD Jakeman Journal of Computational Physics 408, 109257, 2020	151	2020
Dakota A Multilevel Parallel Object-Oriented Framework for Design Optimization Parameter Estimation Uncertainty Quantification and Sensitivity Analysis: Version 6.12 Theory Manual. K Dalbey, MS Eldred, G Geraci, JD Jakeman, KA Maupin, JA Monschke, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020	114*	2020
A multifidelity multilevel Monte Carlo method for uncertainty propagation in aerospace applications G Geraci, MS Eldred, G Iaccarino 19th AIAA Non-Deterministic Approaches Conference, 1951, 2017	99	2017
Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics CM Fleeter, G Geraci, DE Schiavazzi, AM Kahn, AL Marsden Computer Methods in Applied Mechanics and Engineering 365, 113030, 2020	89	2020
Adaptive multi‐index collocation for uncertainty quantification and sensitivity analysis JD Jakeman, MS Eldred, G Geraci, A Gorodetsky International Journal for Numerical Methods in Engineering 121 (6), 1314-1343, 2020	59	2020
A multifidelity control variate approach for the multilevel Monte Carlo technique G Geraci, MS Eldred, G Iaccarino Center for Turbulence Research Annual Research Briefs 2015, 169-181, 2015	55	2015
Multi-fidelity uncertainty quantification of irradiated particle-laden turbulence L Jofre, G Geraci, H Fairbanks, A Doostan, G Iaccarino arXiv preprint arXiv:1801.06062, 2018	46	2018
Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations X Huan, C Safta, K Sargsyan, G Geraci, MS Eldred, ZP Vane, G Lacaze, ... AIAA Journal 56 (3), 1170-1184, 2018	43	2018
A Bi-Fidelity Approach for Uncertainty Quantification of Heat Transfer in a Rectangular Ribbed Channel A Doostan, G Geraci, G Iaccarino ASME Turbo Expo 2016: Turbomachinery Technical Conference and Exposition …, 2016	42	2016
MFNets: Multi-fidelity data-driven networks for bayesian learning and prediction AA Gorodetsky, JD Jakeman, G Geraci, MS Eldred International Journal for Uncertainty Quantification 10 (6), 2020	40	2020
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence HR Fairbanks, L Jofre, G Geraci, G Iaccarino, A Doostan Journal of Computational Physics 402, 108996, 2020	38	2020
MFNets: data efficient all-at-once learning of multifidelity surrogates as directed networks of information sources AA Gorodetsky, JD Jakeman, G Geraci Computational Mechanics 68 (4), 741-758, 2021	32	2021
High-order statistics in global sensitivity analysis: decomposition and model reduction G Geraci, PM Congedo, R Abgrall, G Iaccarino Computer Methods in Applied Mechanics and Engineering, 2016	32	2016
Effects of particle polydispersity on radiative heat transfer in particle-laden turbulent flows M Rahmani, G Geraci, G Iaccarino, A Mani International Journal of Multiphase Flow 104, 42-59, 2018	28	2018
Recent advancements in Multilevel-Multifidelity techniques for forward UQ in the DARPA Sequoia project G Geraci, MS Eldred, A Gorodetsky, J Jakeman AIAA Scitech 2019 Forum, 0722, 2019	26	2019
TSI metamodels-based multi-objective robust optimization P Marco Congedo, G Geraci, R Abgrall, V Pediroda, L Parussini Engineering Computations 30 (8), 1032-1053, 2013	22	2013
A one-time truncate and encode multiresolution stochastic framework R Abgrall, PM Congedo, G Geraci Journal of Computational Physics 257, 19-56, 2014	21	2014
Multifidelity uncertainty quantification with models based on dissimilar parameters X Zeng, G Geraci, M Eldred, J Jakeman, A Gorodetsky, R Ghanem Computer Methods in Applied Mechanics and Engineering 415, 116205, 2023	17	2023
LEVERAGING ACTIVE DIRECTIONS FOR EFFICIENT MULTIFIDELITY UQ G Geraci, MS Eldred, AA Gorodetsky, JD Jakeman 7th European Conference on Computational Fluid Dynamics (ECFD 7), 2018	16*	2018
Multifidelity data fusion in convolutional encoder/decoder networks L Partin, G Geraci, AA Rushdi, MS Eldred, DE Schiavazzi Journal of Computational Physics 472, 111666, 2023	15	2023

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