26–28 Jan 2026
GSSI
Europe/Rome timezone

Learning mechanical systems from real world data

27 Jan 2026, 09:15
1h
Ex-ISEF/Building-Main Lecture Hall (GSSI)

Ex-ISEF/Building-Main Lecture Hall

GSSI

Viale Francesco Crispi 7, 67100 L'Aquila AQ
20
Plenary talk Session 3

Speaker

Prof. Elena Celledoni (NTNU)

Description

In this talk I will consider a method for learning the Lagrangian and forces for mechanical systems using the discrete Lagrange d'Alembert principle. The case of manifold valued data and data on Lie groups will also be discussed if time permits.

I will also describe a number of current projects with diverse applications where the main theme is learning vector fields from data.

Primary author

Prof. Elena Celledoni (NTNU)

Presentation materials

There are no materials yet.