25–29 Aug 2025
NCTS-Phys Lecture Hall, 4F, Chee-Chun Leung Cosmology Hall, National Taiwan University
Asia/Taipei timezone

Neural Canonical Transformations

27 Aug 2025, 09:30
1h
Invited talk Invited talk

Speaker

Prof. Lei Wang (IOP, Chinese Academy of Science)

Description

Neural canonical transformation leverage modern generative models to parametrize variational density matrix of many-particle systems and optimize them via the variational free energy principle. The approach finds applications in studying the equations of state of electron gas, dense hydrogen, and quantum solids. In this talk, I will present physical motivation behind the design of the method and some physical results related to lithium quantum solid.

Primary author

Prof. Lei Wang (IOP, Chinese Academy of Science)

Presentation materials

There are no materials yet.