9–12 Dec 2025
National Center for Theoretical Sciences, NTU, Taipei, Taiwan
Asia/Taipei timezone

Transformers for particle physics

10 Dec 2025, 11:25
35m
NTU Cosmology Hall, 4F Lecture Hall

NTU Cosmology Hall, 4F Lecture Hall

Speaker

Mihoko Nojiri

Description

Collisions of high energy particles trigger multiple interactions and
result in complex patterns of particles in the final state.
Theoretical particle physics has been evolving continuously to deepen
our understanding of these phenomena, to determine the fundamental
interaction of particles and searching for unknown matters in our
Universe. How might the recent advances in deep learning accelerate
this process? In this talk, we will present our recent works, focusing
on ideas related to Transformer architectures.

Presentation materials