Andrea Serani
Scholar

Andrea Serani

Google Scholar ID: _Tz_sf8AAAAJ
CNR-INM, National Research Council-Institute of Marine Engineering
Simulation-based DesignOptimizationDimensionality ReductionSurrogate modelsMachine Learning
Citations & Impact
All-time
Citations
1,656
 
H-index
25
 
i10-index
51
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • Author of more than 100 papers in peer-reviewed international journals and international conference proceedings. Participated in several NATO Science and Technology Organisation, Applied Vehicle Technology, Research Task Groups, and ONR-funded NICOP (Naval International Cooperative Opportunities in Science and Technology Program) grants. Co-advisor to over 10 students in the Ph.D., M.Sc., and B.Sc. programs at Roma Tre University and Sapienza University.
Research Experience
  • Joined the National Research Council-Marine Technology Research Institute, Rome, Italy, as a Ph.D. Fellow in 2013 and became a Research Scientist at the National Research Council-Institute of Marine Engineering in 2019, working within the multidisciplinary analysis and optimization research group. Has been a Subject Expert and Teaching Assistant in Aircraft Design at Roma Tre University since 2017. Was a Visiting Ph.D. student in 2015 and a Visiting PostDoc in 2018 at the University of Iowa.
Education
  • Received B.Sc. from Roma Tre University, Rome, Italy, in 2009; M.Sc. from Roma Tre University, Rome, Italy, in 2012; and Ph.D. from Roma Tre University, Rome, Italy, in 2016.
Background
  • Research interests include simulation-based design optimization, machine learning, dimensionality reduction, surrogate modeling, multi-fidelity methods, optimization algorithms, and uncertainty quantification. Specializes in computational fluid dynamics and multidisciplinary analysis and optimization.
Miscellany
  • Serves as a reviewer for more than 40 international journals, having reviewed over 140 manuscripts. Member of 'Ordine degli Ingegneri' (National Engineer’s Register) of Rome, Italy, since 2015.
Co-authors
0 total
Co-authors: 0 (list not available)