Self-learning Monte Carlo with deep neural networks
Project Description
We would like to use neural networks in self-learning Monte Carlo methods to solve some problems in strongly correlated systems.
Supervisor
LIU Junwei
Quota
2
Course type
UROP1100
UROP2100
UROP3100
UROP4100
Applicant's Roles
The applicant needs to implement the code for self-learning Monte Carlo and neural networks.
Applicant's Learning Objectives
Master self-learning Monte Carlo and neural networks.
Complexity of the project
Challenging