15–18 Dec 2025
Max Planck Institute for Physics (MPP)
Europe/Berlin timezone

Symbolic AI models as a tool for discovery - Examples from physics and mathematics

17 Dec 2025, 14:45
45m
Auditorium (A.1.01/03 Alps) (Max Planck Institute for Physics (MPP))

Auditorium (A.1.01/03 Alps)

Max Planck Institute for Physics (MPP)

Boltzmannstr. 8 85748 Garching

Speaker

François Charton

Description

Training AI models on instances of hard problems can provide insights on the underlying phenomenon. I will present two examples from theoretical physics and pure mathematics: learning the bootstrapped amplitude symbols of the 3-gluon form factor, in planar N=4 supersymmetric Yang Mills, and learning interesting properties of the Collatz sequence.

Presentation materials