Elena Raponi
Assistant professor
- Name
- Dr. E. Raponi
- Telephone
- +31 71 527 2727
- e.raponi@liacs.leidenuniv.nl
Elena Raponi is assistant professor in Bayesian Optimization at the Leiden Institute of Advanced Computer Science (LIACS). She previously held a position at LIACS as a postdoctoral researcher in the Natural Computing Research Group. She received her PhD in Sciences and Technology, Mathematics, from the University of Camerino, Italy, in May 2021.
Elena's research focuses on the development of analytical and numerical modeling techniques for the optimization of geometries and materials in structural mechanics. She has particular expertise in surrogate-based and high-dimensional (Bayesian) optimization in continuous domains.
Assistant professor
- Science
- Leiden Inst of Advanced Computer Science
- Yarkoni S., Raponi E., Bäck T.H.W. & Schmitt S. (2022), Quantum annealing for industry applications: introduction and review, Reports on Progress in Physics 85(10): 104001.
- Stein B. van, Raponi E., Sadeghi Z., Bouman N., Ham R.C.H.J. van & Bäck T.H.W. (2022), A comparison of global sensitivity analysis methods for explainable AI with an application in genomic prediction, IEEE Access 10: 103364-103381.
- Stein B. van & Raponi E. (2022), GSAreport: easy to use global sensitivity reporting, Journal of Open Source Software 7(78): 4721.