Scholar
Salvatore Cuomo
Google Scholar ID: thoceN0AAAAJ
Full Professor of Numerical Analysis, University of Naples Federico II
Citations & Impact
Citations
5,318
H-index
28
i10-index
71
Publications
20
Co-authors
9
list available
Contact
Resume (English only)
Academic Achievements
- Co-Founder of MODAL - Mathematical Modelling and Data Analysis Laboratory; Co-Founder of an academic spin-off, Predico s.r.l.; Co-inventor of a patent: PredicTS-Prediction method and related system.
Research Experience
- Works in the field of numerical analysis, specifically on defining new fitting models that mimic the behavior of experimental data and complex systems; explores a solid theoretical foundation for AI, particularly the optimization landscapes of learning algorithms, the dynamics of learning in high-dimensional spaces, and generalization properties of neural networks; investigates scientific machine learning, especially the development of Physics-Informed Neural Networks (PINNs).
Education
- Department of Mathematics and Applications 'R. Caccioppoli', University of Naples Federico II
Background
- Professor of Numerical Analysis, focusing on numerical approximation problems (theory, practice, and applications), mathematical aspects of artificial intelligence, and scientific machine learning.
Miscellany
- Aims to transfer edge knowledge from research in numerical analysis and AI into innovative services and real-world applications.
