Andrea Serani

BUILding a Digital Twin: requirements, methods, and applications – BUILD-IT 2023 WORKSHOP
A. Serani, C. Leotardi
National Research Council – Institute of Marine Engineering, 2022

From Uncertainty Quantification to Shape Optimization: Cross-Fertilization of Methods for Dimensionality Reduction
M. Diez, A. Serani
In: Vasile M., Quagliarella D. (eds) Advances in Uncertainty Quantification and Optimization Under Uncertainty with Aerospace Applications, Springer, 2021 |

Simulation-Based Design Optimization by Sequential Multi-criterion Adaptive Sampling and Dynamic Radial Basis Functions
M. Diez, S. Volpi, A. Serani, F. Stern, E.F. Campana
Computational Methods in Applied Sciences, vol. 48, Springer, 2019 |

Augmented Design-space Exploration by Nonlinear Dimensionality Reduction Methods
D. D’Agostino, A. Serani, E.F. Campana, M. Diez
Lecture Notes in Computer Science (LNCS), 2019 |

Dolphin Pod Optimization: A Nature-Inspired Deterministic Algorithm for Simulation-Based Design
A. Serani, M. Diez
Lecture Notes in Computer Science (LNCS), 2018 |

Hybrid Global/Local Derivative-Free Multi-Objective Optimization via Deterministic Particle Swarm with Local Linesearch
R. Pellegrini, A. Serani, G. Liuzzi, F. Rinaldi, S. Lucidi, E.F. Campana, U. Iemma, M. Diez
Lecture Notes in Computer Science (LNCS), 2018 |

Nonlinear Methods for Design-Space Dimensionality Reduction in Shape Optimization
D. D’Agostino, A. Serani, E.F. Campana, M. Diez
Lecture Notes in Computer Science (LNCS), 2018 |

Dolphin Pod Optimization
A. Serani, M. Diez
Advances in Swarm Intelligence, LNCS, 2017 |

Dense Orthogonal Initialization for Deterministic PSO: ORTHOinit+
M. Diez, A. Serani, C. Leotardi, E.F. Campana, G. Fasano, R. Giusso
Advances in Swarm Intelligence, LNCS, 2016 |

Globally Convergent Hybridization of Particle Swarm Optimization Using Line Search-Based Derivative-Free Techniques
A. Serani, M. Diez, E.F. Campana, G. Fasano, D. Peri, U. Iemma
Studies in Computational Intelligence, Springer, 2015 |

A Proposal of PSO Particles’ Initialization for Costly Unconstrained Optimization Problems: ORTHOinit
M. Diez, A. Serani, C. Leotardi, E.F. Campana, D. Peri, U. Iemma, G. Fasano, S. Giove
Advances in Swarm Intelligence, LNCS, 2014 |