Scattered Data Approximation
Persone
Docente titolare del corso
Assistente
Descrizione
Scattered data approximation is a popular method to define an interpolant on scattered data. Applicationw range from computer graphics to solving data driven partial differential equations or solving classification problems. In this lecture, the underlying theory and numerical methods are presented.
Obiettivi
This is an introduction to scattered data approximation providing basic concepts and algorithms.
Modalità di insegnamento
In presenza
Impostazione pedagogico-didattica
Direct instruction plus exercises.
Modalità d’esame
Written exam
Bibliografia
Approfondimento
- Fasshauer, Gregory E. Meshfree Approximation Methods with Matlab: Meshfree Approximation Methods with Matlab. WORLD SCIENTIFIC, 2007.
- Wendland, Holger. Scattered Data Approximation: Scattered Data Approximation. Cambridge University Press, 2004.
Offerta formativa
- Master of Science in Computational Science, Lezione, A scelta, 1° anno
- Master of Science in Computational Science, Lezione, A scelta, 2° anno
- Dottorato in Scienze informatiche, Lezione, A scelta, 1° anno
