Courses
2025.1 - 2025.5 HKU PHYS3151: Machine Learning in Physics
Lecturer: Zi Yang Meng
Tutor: Tim Lok Chau
2024.9 - 2024.12 HKU PHYS4150/8150: Computational Physics
Lecturer: Zi Yang Meng
Tutor: Tim Lok Chau, Min Long
2024.1 - 2024.5 HKU PHYS3151: Machine Learning in Physics
Lecturer: Zi Yang Meng
Tutor: Min Long
2023.9 - 2023.12 HKU PHYS4150/8150: Computational Physics
Lecturer: Zi Yang Meng
Tutor: Min Long, Menghan Song
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)
Density Matrix Renormalization Group (DMRG)
Stochastic Series Expansion (SSE)
Determinant Quantum Monte Carlo (DQMC)