CNR-INM | Consiglio Nazionale delle Ricerche | Istituto di Ingegneria del Mare
+39 06 50299 222

Andrea Serani

Contact information

Position Research Scientist
Phone +39 06 50299 334
OfficeRome HQ
AddressVia di Vallerano 139, 00128 Rome, Italy
Research profilesGoogle Scholar | Scopus | ORCID | ResearchGate | Publons | CNR People

Short biography

Dr. Serani was born in Italy in 1986. He received the B.Sc., M.Sc., and Ph.D. degrees from “Roma Tre” University, Rome, Italy, in 2009, 2012, and 2016, respectively. In 2013, he joined the National Research Council-Marine Technology Research Institute, Rome, Italy, as a Ph.D. Fellow and in 2019 became a Research Scientist within the group of multidisciplinary analysis and optimization of the Institute of Marine Engineering. His main areas of research interest are dimensionality reduction, machine learning, and optimization algorithms for application in computational fluid dynamics. He has been a member of several NATO Science and Technology Organisation, Applied Vehicle Technology, Research Task Groups on deterministic and stochastic design optimization of military vehicles. He is the author of more than 50 papers in international journals and conference proceedings. Dr. Serani is a member of “Ordine degli Ingegneri” (National Engineer’s Register) of Rome, Italy, since 2015.

Research interests

Simulation-based design optimization
Machine learning
Dimensionality reduction
Optimization algorithms
Uncertainty quantification
Application of computational fluid dynamics

Research topics/groups

Multidisciplinary analysis and optimization (MAO)
Computational fluid dynamics (CFD)

Selected publications