Application of machine learning in physics
Project Description

We will use various advanced machine learning techniques to solve the problems which cannot be solved by the conventional methods.

Supervisor
LIU Junwei
Co-Supervisor
DU Shengwang
Quota
2
Course type
UROP1100
UROP2100
UROP3100
UROP4100
Applicant's Roles

The applicant is expected to use computers to implement different machine learning methods and use them in different problems

Applicant's Learning Objectives

1) different programming skills
2) different machine learning techniques such as Boltzmann machine, deep neural network, convolutional neural network and so on
3) various numerical methods in physics

Complexity of the project
Challenging