Courses
2023.1 - 2023.5 HKU PHYS3151: Machine Learning in Physics
Lecturer: Zi Yang Meng
Tutor: Ting-Tung Wang
2022.9 - 2022.12 HKU PHYS4150/8150: Computational Physics
Lecturer: Zi Yang Meng
Tutor: Menghan Song, Ting-Tung Wang
2022.1 - 2022.5 HKU PHYS3151: Machine Learning in Physics
Lecturer: Zi Yang Meng
Tutor: Xiaoxue Ran
2021.9 - 2021.12 HKU PHYS4150: Computational Physics
Lecturer: Zi Yang Meng
Tutor: Hongyu Lu
2020.09 - 2020.12 HKU PHYS3151: Machine Learning in Physics
Lecturer: Zi Yang Meng
Tutor: Jiarui Zhao
2019.09 - 2019.12 HKU PHYS3151: Machine Learning in Physics
Lecturer: Zi Yang Meng
Tutor: Jiarui Zhao
Notes & Codes
Mean-field Theory (MFT)
Exact Diagonalization (ED)
Determinant Quantum Monte Carlo (DQMC)
Density Matrix Renormalization Group (DMRG)