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Andrea Serani
ORCID
Publication Activity (10 Years)
Years Active: 2014-2023
Publications (10 Years): 19
Top Topics
Particle Swarm
Unconstrained Optimization Problems
Radial Basis Function
Constrained Optimization
Top Venues
CoRR
ICSI (1)
MOD
Appl. Soft Comput.
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Publications
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Riccardo Pellegrini
,
Jeroen Wackers
,
Riccardo Broglia
,
Andrea Serani
,
Michel Visonneau
,
Matteo Diez
A multi-fidelity active learning method for global design optimization problems with noisy evaluations.
Eng. Comput.
39 (5) (2023)
Riccardo Pellegrini
,
Andrea Serani
Overview on the Special Issue on "Simulation-Based Optimization: Methods and Applications in Engineering Design".
Algorithms
16 (4) (2023)
Chiara Piazzola
,
Lorenzo Tamellini
,
Riccardo Pellegrini
,
Riccardo Broglia
,
Andrea Serani
,
Matteo Diez
Comparing multi-index stochastic collocation and multi-fidelity stochastic radial basis functions for forward uncertainty quantification of ship resistance.
Eng. Comput.
39 (3) (2023)
Laura Mainini
,
Andrea Serani
,
Markus P. Rumpfkeil
,
Edmondo A. Minisci
,
Domenico Quagliarella
,
Hayriye Pehlivan Solak
,
Sihmehmet Yildiz
,
S. Ficini
,
Riccardo Pellegrini
,
Francesco Di Fiore
,
Dean E. Bryson
,
Melike Nikbay
,
Matteo Diez
,
Phil Beran
Analytical Benchmark Problems for Multifidelity Optimization Methods.
CoRR
(2022)
Shahroz Khan
,
Panagiotis D. Kaklis
,
Andrea Serani
,
Matteo Diez
,
Konstantinos V. Kostas
Shape-supervised Dimension Reduction: Extracting Geometry and Physics Associated Features with Geometric Moments.
Comput. Aided Des.
150 (2022)
Shahroz Khan
,
Panagiotis D. Kaklis
,
Andrea Serani
,
Matteo Diez
Geometric Moment-Dependent Global Sensitivity Analysis without Simulation Data: Application to Ship Hull Form Optimisation.
Comput. Aided Des.
151 (2022)
Chiara Piazzola
,
Lorenzo Tamellini
,
Riccardo Pellegrini
,
Riccardo Broglia
,
Andrea Serani
,
Matteo Diez
Comparing Multi-Index Stochastic Collocation and Multi-Fidelity Stochastic Radial Basis Functions for Forward Uncertainty Quantification of Ship Resistance.
CoRR
(2021)
Cecilia Leotardi
,
Andrea Serani
,
Matteo Diez
,
Emilio Fortunato Campana
,
Giovanni Fasano
,
Riccardo Gusso
Dense conjugate initialization for deterministic PSO in applications: ORTHOinit+.
Appl. Soft Comput.
104 (2021)
Danny D'Agostino
,
Andrea Serani
,
Frederick Stern
,
Matteo Diez
Recurrent-type Neural Networks for Real-time Short-term Prediction of Ship Motions in High Sea State.
CoRR
(2021)
Chiara Piazzola
,
Lorenzo Tamellini
,
Riccardo Pellegrini
,
Riccardo Broglia
,
Andrea Serani
,
Matteo Diez
Uncertainty Quantification of Ship Resistance via Multi-Index Stochastic Collocation and Radial Basis Function Surrogates: A Comparison.
CoRR
(2020)
Emilio Fortunato Campana
,
Matteo Diez
,
Giampaolo Liuzzi
,
Stefano Lucidi
,
Riccardo Pellegrini
,
Veronica Piccialli
,
Francesco Rinaldi
,
Andrea Serani
A multi-objective DIRECT algorithm for ship hull optimization.
Comput. Optim. Appl.
71 (1) (2018)
Danny D'Agostino
,
Andrea Serani
,
Emilio Fortunato Campana
,
Matteo Diez
Augmented Design-Space Exploration by Nonlinear Dimensionality Reduction Methods.
LOD
(2018)
Andrea Serani
,
Matteo Diez
Dolphin Pod Optimization - A Nature-Inspired Deterministic Algorithm for Simulation-Based Design.
MOD
(2017)
Riccardo Pellegrini
,
Andrea Serani
,
Cecilia Leotardi
,
Umberto Iemma
,
Emilio Fortunato Campana
,
Matteo Diez
Formulation and parameter selection of multi-objective deterministic particle swarm for simulation-based optimization.
Appl. Soft Comput.
58 (2017)
Andrea Serani
,
Matteo Diez
Dolphin Pod Optimization.
ICSI (1)
(2017)
Riccardo Pellegrini
,
Andrea Serani
,
Giampaolo Liuzzi
,
Francesco Rinaldi
,
Stefano Lucidi
,
Emilio Fortunato Campana
,
Umberto Iemma
,
Matteo Diez
Hybrid Global/Local Derivative-Free Multi-objective Optimization via Deterministic Particle Swarm with Local Linesearch.
MOD
(2017)
Danny D'Agostino
,
Andrea Serani
,
Emilio Fortunato Campana
,
Matteo Diez
Nonlinear Methods for Design-Space Dimensionality Reduction in Shape Optimization.
MOD
(2017)
Andrea Serani
,
Cecilia Leotardi
,
Umberto Iemma
,
Emilio Fortunato Campana
,
Giovanni Fasano
,
Matteo Diez
Parameter selection in synchronous and asynchronous deterministic particle swarm optimization for ship hydrodynamics problems.
Appl. Soft Comput.
49 (2016)
Matteo Diez
,
Andrea Serani
,
Cecilia Leotardi
,
Emilio Fortunato Campana
,
Giovanni Fasano
,
Riccardo Gusso
Dense Orthogonal Initialization for Deterministic PSO: ORTHOinit+.
ICSI (1)
(2016)
Matteo Diez
,
Andrea Serani
,
Cecilia Leotardi
,
Emilio Fortunato Campana
,
Daniele Peri
,
Umberto Iemma
,
Giovanni Fasano
,
Silvio Giove
A Proposal of PSO Particles' Initialization for Costly Unconstrained Optimization Problems: ORTHOinit.
ICSI (1)
(2014)