Andrea Serani

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Matteo DiezSenior Research Scientist, CNR-INM, National Research Council-Institute of Marine Engineering, RomePreverjeni e-poštni naslov na cnr.it
Emilio F. CampanaCNRPreverjeni e-poštni naslov na cnr.it
Riccardo PellegriniResearcher at CNR-INMPreverjeni e-poštni naslov na cnr.it
Frederick Sternuniversity of iowaPreverjeni e-poštni naslov na uiowa.edu
Michel VisonneauResearch Director CNRSPreverjeni e-poštni naslov na ec-nantes.fr
Jeroen WackersEcole Centrale de Nantes / CNRSPreverjeni e-poštni naslov na ec-nantes.fr
Giovanni FasanoAssociate Professor, University Ca'Foscari of VenicePreverjeni e-poštni naslov na unive.it
Stefano LucidiUniversity of Rome La sapienzaPreverjeni e-poštni naslov na dis.uniroma1.it
Giampaolo LiuzziDipartimento di Ing. Informatica Automatica e Gestionale "Antonio Ruberti", "Sapienza" Università diPreverjeni e-poštni naslov na diag.uniroma1.it
Cecilia LeotardiResearch Engineer at CNR-INMPreverjeni e-poštni naslov na cnr.it
Riccardo BrogliaCNR-INMPreverjeni e-poštni naslov na cnr.it
Francesco RinaldiProfessor, University of PadovaPreverjeni e-poštni naslov na math.unipd.it
Patrick QueuteyRetired from CNRSPreverjeni e-poštni naslov na ec-nantes.fr
PANAGIOTIS KAKLISReader, Univ. Strathclyde; Professor, NTUA (1990-2017; GR), IACM-FORTH; ARCHIMEDES-ATHENA RCPreverjeni e-poštni naslov na strath.ac.uk
Philip BeranPrincipal Research Aerospace Engineer, Air Force Research LaboratoryPreverjeni e-poštni naslov na us.af.mil
Shahroz KhanResearch and Development LeadPreverjeni e-poštni naslov na bartechnologies.uk
Gregory GrigoropoulosΚαθηγητήςΕΜΠPreverjeni e-poštni naslov na central.ntua.gr
Domenico QuagliarellaCIRA - Italian Aerospace Research CentrePreverjeni e-poštni naslov na cira.it
Lorenzo TamelliniCNR-IMATIPreverjeni e-poštni naslov na imati.cnr.it
Silvia VolpiResearch assistant, University of IowaPreverjeni e-poštni naslov na uiowa.edu

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Andrea Serani

CNR-INM, National Research Council-Institute of Marine Engineering

Preverjeni e-poštni naslov na cnr.it - Domača stran

Simulation-based Design Optimization Dimensionality Reduction Surrogate models Machine Learning


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Parameter selection in synchronous and asynchronous deterministic particle swarm optimization for ship hydrodynamics problems A Serani, C Leotardi, U Iemma, EF Campana, G Fasano, M Diez Applied Soft Computing 49, 313-334, 2016	100	2016
Adaptive multi-fidelity sampling for CFD-based optimisation via radial basis function metamodels A Serani, R Pellegrini, J Wackers, CE Jeanson, P Queutey, M Visonneau, ... International Journal of Computational Fluid Dynamics 33 (6-7), 237-255, 2019	88	2019
Ship hydrodynamic optimization by local hybridization of deterministic derivative-free global algorithms A Serani, G Fasano, G Liuzzi, S Lucidi, U Iemma, EF Campana, F Stern, ... Applied Ocean Research 59, 115-128, 2016	85	2016
Comparison of Multi-Fidelity Approaches for Military Vehicle Design PS Beran, DE Bryson, AS Thelen, M Diez, A Serani 21th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference …, 2020	57	2020
Hull‑form stochastic optimization via computational‑cost reduction methods A Serani, F Stern, EF Campana, M Diez Engineering with Computers 38 (3), 2245-2269, 2022	52	2022
Design-space assessment and dimensionality reduction: An off-line method for shape reparameterization in simulation-based optimization D D'Agostino, A Serani, M Diez Ocean Engineering 197, 106852, 2020	52	2020
Simulation-based design optimization by sequential multi-criterion adaptive sampling and dynamic radial basis functions M Diez, S Volpi, A Serani, F Stern, EF Campana Advances in Evolutionary and Deterministic Methods for Design, Optimization …, 2018	49	2018
Derivative-free global ship design optimization using global/local hybridization of the DIRECT algorithm EF Campana, M Diez, U Iemma, G Liuzzi, S Lucidi, F Rinaldi, A Serani Optimization and Engineering 17 (1), 127-156, 2015	47	2015
Formulation and parameter selection of multi-objective deterministic particle swarm for simulation-based optimization R Pellegrini, A Serani, C Leotardi, U Iemma, EF Campana, M Diez Applied Soft Computing 58, 714-731, 2017	46	2017
Nonlinear Methods for Design-Space Dimensionality Reduction in Shape Optimization D D'Agostino, A Serani, EF Campana, M Diez Machine Learning, Optimization, and Big Data: Third International Workshop …, 2017	44	2017
A Multi-objective DIRECT algorithm for ship hull optimization EF Campana, M Diez, G Liuzzi, S Lucidi, R Pellegrini, V Piccialli, F Rinaldi, ... Computational Optimization and Applications 71 (1), 53-72, 2018	42	2018
On the use of synchronous and asynchronous single-objective deterministic particle swarm optimization in ship design problems A Serani, M Diez, C Leotardi, D Peri, G Fasano, U Iemma, EF Campana Proceeding of OPT-i, International Conference on Engineering and Applied …, 2014	40	2014
Deep Autoencoder for Off-Line Design-Space Dimensionality Reduction in Shape Optimization D D'Agostino, A Serani, M Diez, EF Campana 2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2018	38*	2018
Multi-objective hydrodynamic optimization of the DTMB 5415 for resistance and seakeeping M Diez, A Serani, EF Campana, O Goren, K Sarioz, DB Danisman, ... FAST 2015 - 13th International Conference on Fast Sea Transportation …, 2015	38	2015
Mission-based hull form and propeller optimization of a transom stern destroyer for best performance in the sea environment GJ Grigoropoulos, EF Campana, M Diez, A Serani, O Goren, K Sarioz, ... VII International Conference on Computer Methods in Marine Engineering, 83-94, 2017	34	2017
A Multi-Fidelity Active Learning Method for Global Design Optimization Problems with Noisy Evaluations R Pellegrini, J Wackers, R Broglia, A Serani, M Visonneau, M Diez Engineering with Computers 39, 3183–3206, 2023	31	2023
URANS analysis of a free-running destroyer sailing in irregular stern-quartering waves at sea state 7 A Serani, M Diez, F van Walree, F Stern Ocean Engineering 237, 109600, 2021	31	2021
Design-space dimensionality reduction for single- and multi-disciplinary shape optimization M Diez, A Serani, EF Campana, S Volpi, F Stern 17th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, At …, 2016	29	2016
Globally convergent hybridization of particle swarm optimization using line search-based derivative-free techniques A Serani, M Diez, EF Campana, G Fasano, D Peri, U Iemma Recent advances in swarm intelligence and evolutionary computation, 25-47, 2014	27	2014
Parametric model embedding A Serani, M Diez Computer Methods in Applied Mechanics and Engineering 404, 115776, 2023	26	2023

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