14–17 Jul 2026
Pukyong National University
Asia/Seoul timezone

Generative diffusion models for lattice field theory

14 Jul 2026, 16:00
20m
Pukyong Convention Hall (Pukyong National University)

Pukyong Convention Hall

Pukyong National University

Pukyong National University, 45 Yongso-ro, Nam-gu, Busan, 48513, South Korea
Oral presentation (contributed) Scientific Contributions Contributed Talks

Speaker

Gert Aarts (Swansea University)

Description

Diffusion models are a widely used method in generative AI to produce images and videos. I will discuss the application to lattice field theory and the connection with methods known from theoretical physics, such as stochastic quantisation.

Authors

Gert Aarts (Swansea University) Diaa Eddin Habibi (Swansea University) Andreas Ipp (TU Wien) David I. Müller (TU Wien) Thomas R. Ranner (TU Wien) Lingxiao Wang (RIKEN) Prof. Kai Zhou (Chinese University of Shenzhen, Hong Kong)

Presentation materials