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