JYNi16
Research Fellow at NTU. Condensed Matter Physics and Machine Learning.
Nanyang Technological UniversitySingapore
Pinned Repositories
CPEG_ML
Deep-Learning-for-phase-transition
Unsupervised learning for discovering phase transition for various spin models.
Deeplearning-Beginner
Various Classical Deep-learning Algorithm coded by Tensorflow and Pytorch framework
Deeplearning-for-Topological-invariants
Deep Learning Topological invariants
DFT-tools
Various scripts for Vienna Ab initio Simulation Package
Magnon
Spin wave for various spin model
MatheMatica-Solution-for-Hubbard-model
Exact Diagonalization for Hubbard model/Tight-binding model by MatheMatica
Monte-Carlo-Algorithm
Monte Carlo simulation for classical spin system implemented by metropolics/wolff_cluster... algorithm
Monte-Carlo-Algorithm-cpp
Monte-Carlo simulation for various spin systems coded by C++
Tight-Binding-Model
Tight Binding Model for serious system
JYNi16's Repositories
JYNi16/Deep-Learning-for-phase-transition
Unsupervised learning for discovering phase transition for various spin models.
JYNi16/Deeplearning-Beginner
Various Classical Deep-learning Algorithm coded by Tensorflow and Pytorch framework
JYNi16/MatheMatica-Solution-for-Hubbard-model
Exact Diagonalization for Hubbard model/Tight-binding model by MatheMatica
JYNi16/Monte-Carlo-Algorithm
Monte Carlo simulation for classical spin system implemented by metropolics/wolff_cluster... algorithm
JYNi16/Tight-Binding-Model
Tight Binding Model for serious system
JYNi16/DFT-tools
Various scripts for Vienna Ab initio Simulation Package
JYNi16/Magnon
Spin wave for various spin model
JYNi16/Monte-Carlo-Algorithm-cpp
Monte-Carlo simulation for various spin systems coded by C++
JYNi16/Deeplearning-for-Topological-invariants
Deep Learning Topological invariants
JYNi16/CPEG_ML
JYNi16/GNN-Beginner
GNN Beginner
JYNi16/Moire_continuum_model
Based on continuum model to construct the Hamiltonian of twisted bilayer (multi-layers) system