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A

Andrea Serani

national research council

23H-index
151Paper Count
1.5KCitation Count
Published Papers 24
Publication Date
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Physics-informed dimensionality reduction for propeller shape optimization
errApplied Ocean Research
IF4.4
err2026-01-16
err0
errOAAI
errStefano Gaggero; Andrea Serani
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System Identification of a Moored ASV with Recessed Moon Pool via Deterministic and Bayesian Hankel-DMDc
errJournal of Marine Science and Engineering 2025, Vol. 13, Page 2267
IF2.8
err2025-11-29
err0
errOAAI
errGiorgio Palma; Ivan Santic; Andrea Serani; Lorenzo Minno; Matteo Diez
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Bayesian Hankel dynamic mode decomposition for ship motion digital twinning
errApplied Ocean Research
IF4.4
err2025-11-20
err0
errOAAI
errGiorgio Palma; Andrea Serani; Shawn Aram; David W. Wundrow; David Drazen; Matteo Diez
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Analytical benchmark problems and methodological framework for the assessment and comparison of multifidelity optimization methods
errArchives of Computational Methods in Engineering
IF12.1
err2025-11-10
err0
errOAAI
errLaura Mainini; Andrea Serani; Hayriye Pehlivan-Solak; Francesco Di Fiore; Markus P. Rumpfkeil; Edmondo Minisci; Domenico Quagliarella; Sihmehmet Yildiz; Simone Ficini; Riccardo Pellegrini; Andrew Thelen; Dean Bryson; Melike Nikbay; Matteo Diez; Philip S. Beran
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Extending parametric model embedding with physical information for design-space dimensionality reduction in shape optimization
errEngineering with Computers
IF4.9
err2025-10-13
err0
errOAAI
errAndrea Serani; Giorgio Palma; Jeroen Wackers; Domenico Quagliarella; Stefano Gaggero; Matteo Diez
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Model-free system identification of surface ships in waves via Hankel dynamic mode decomposition with control
errOcean Engineering
IF5.5
err2025-09-07
err0
errOAAI
errGiorgio Palma; Andrea Serani; Shawn Aram; David W. Wundrow; David Drazen; Matteo Diez
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A Survey on Design-Space Dimensionality Reduction Methods for Shape Optimization
errArchives of Computational Methods in Engineering
IF12.1
err2025-09-04
err0
errOAAI
errAndrea Serani; Matteo Diez
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Democratizing uncertainty quantification
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-01-01
err0
errOAAI
errSeelinger, Linus; Reinarz, Anne; Lykkegaard, Mikkel B.; Akers, Robert; Alghamdi, Amal M. A.; Aristoff, David; Bangerth, Wolfgang; Benezech, Jean; Diez, Matteo; Frey, Kurt; Jakeman, John D.; Jorgensen, Jakob S.; Kim, Ki-Tae; Kent, Benjamin M.; Martinelli, Massimiliano; Parno, Matthew; Pellegrini, Riccardo; Petra, Noemi; Riis, Nicolai A. B.; Rosenfeld, Katherine; Serani, Andrea; Tamellini, Lorenzo; Villa, Umberto; Dodwell, Tim J.; Scheichl, Robert
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Aerodynamic shape optimization in transonic conditions through parametric model embedding
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2024-12-01
err0
errOAAI
errSerani, Andrea; Diez, Matteo; Quagliarella, Domenico
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Data-driven forecasting of ship motions in waves using machine learning and dynamic mode decomposition
errINTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING
IF3.8
err2024-05-15
err2
PREAI
errDiez, Matteo; Gaggero, Mauro; Serani, Andrea
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A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps
errARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
IF12.1
err2024-05-15
err5
errOAAI
errSerani, Andrea; Scholcz, Thomas P.; Vanzi, Valentina
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Parametric model embedding
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err12
errOAAI
errSerani, Andrea; Diez, Matteo
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Geometric Moment-Dependent Global Sensitivity Analysis without Simulation Data: Application to Ship Hull Form Optimisation
errCOMPUTER-AIDED DESIGN
IF3.1
err2022-10-01
err19
errOAAI
errKhan, Shahroz; Kaklis, Panagiotis; Serani, Andrea; Diez, Matteo
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A multi-fidelity active learning method for global design optimization problems with noisy evaluations
errENGINEERING WITH COMPUTERS
IF4.9
err2022-09-20
err7
errOAAI
errPellegrini, Riccardo; Wackers, Jeroen; Broglia, Riccardo; Serani, Andrea; Visonneau, Michel; Diez, Matteo
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Comparing multi-index stochastic collocation and multi-fidelity stochastic radial basis functions for forward uncertainty quantification of ship resistance
errENGINEERING WITH COMPUTERS
IF4.9
err2022-02-23
err11
errOAAI
errPiazzola, Chiara; Tamellini, Lorenzo; Pellegrini, Riccardo; Broglia, Riccardo; Serani, Andrea; Diez, Matteo
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Dense conjugate initialization for deterministic PSO in applications: ORTHOinit
errAPPLIED SOFT COMPUTING
IF6.6
err2021-06-01
err5
errOAAI
errLeotardi, Cecilia; Serani, Andrea; Diez, Matteo; Campana, Emilio F.; Fasano, Giovanni; Gusso, Riccardo
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Hull-form stochastic optimization via computational-cost reduction methods
errENGINEERING WITH COMPUTERS
IF4.9
err2021-03-24
err29
PREAI
errSerani, Andrea; Stern, Frederick; Campana, Emilio F.; Diez, Matteo
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GC-IMS and FGC-Enose fingerprint as screening tools for revealing extra virgin olive oil blending with soft-refined olive oils: A feasibility study
errMICROCHEMICAL JOURNAL
IF5.1
err2020-12-01
err35
PREAI
errDamiani, Tito; Cavanna, Daniele; Serani, Andrea; Dall'Asta, Chiara; Suman, Michele
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A Non-Targeted High-Resolution Mass Spectrometry Study for Extra Virgin Olive Oil Adulteration with Soft Refined Oils: Preliminary Findings from Two Different Laboratories
errACS OMEGA
IF4.3
err2020-09-15
err16
errOAAI
errCavanna, Daniele; Hurkova, Kamila; Dzuman, Zbynek; Serani, Andrea; Serani, Matteo; Dall'Asta, Chiara; Tomaniova, Monika; Hajslova, Jana; Suman, Michele
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Formulation and parameter selection of multi-objective deterministic particle swarm for simulation-based optimization
errAPPLIED SOFT COMPUTING
IF6.6
err2017-09-01
err29
PREAI
errPellegrini, Riccardo; Serani, Andrea; Leotardi, Cecilia; Lemma, Umberto; Campana, Emilio F.; Diez, Matteo
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jana Hajšlová
H-index: 79 · Papers: 593
C
Chiara Dall’Asta
H-index: 58 · Papers: 410
F
Frederick Stern
H-index: 52 · Papers: 328
P
Philip Beran
H-index: 37 · Papers: 281
S
Stefano Lucidi
H-index: 37 · Papers: 196
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