JYNi16 / Deep-Learning-for-phase-transitionLinks
Unsupervised learning for discovering phase transition for various spin models.
☆13Updated 3 months ago
Alternatives and similar repositories for Deep-Learning-for-phase-transition
Users that are interested in Deep-Learning-for-phase-transition are comparing it to the libraries listed below
Sorting:
- Monte Carlo simulation for classical spin system implemented by metropolics/wolff_cluster... algorithm☆15Updated 9 months ago
- Various Classical Deep-learning Algorithm coded by Tensorflow and Pytorch framework☆15Updated 2 years ago
- Exact Diagonalization for Hubbard model/Tight-binding model by MatheMatica☆14Updated 2 years ago
- Extended DeepH (xDeepH) method for magnetic materials.☆37Updated 2 years ago
- ☆97Updated 2 years ago
- A machine learning workflow for calculating the electron-phonon coupling (EPC)☆29Updated last month
- Spin Texture contains a C++-code as well as gnuplot scripts for generating and plotting spin textures☆21Updated 3 years ago
- Utility to construct and operate on Hamiltonians from the Projections of DFT wave functions on Atomic Orbital bases (PAO)☆24Updated last year
- ☆67Updated last week
- Calculate ab initio spin-orbital coupling strength for Wannier tight-binding models.☆26Updated last year
- a python package for computing magnetic interaction parameters☆80Updated last week
- A relaxed kp model of twisted bilayer graphene☆47Updated 2 years ago
- DeePTB: A deep learning package for tight-binding Hamiltonian with ab initio accuracy.☆79Updated this week
- Berry curvature and Chern number calculations with the output (WAVECAR) of VASP code☆70Updated 10 months ago
- Ab initio tight binding simuation package☆28Updated 2 months ago
- Code repository for a tutorial based on the "Direct prediction of phonon density of states with Euclidean neural networks"☆30Updated last year
- Tight-binding parameter fitting package (TBFIT) for Slater-Koster method☆30Updated 2 years ago
- Prototype code of the tight-binding hamiltonian construction neural network model. Check the example_basic_method.py to construct a TB mo…☆31Updated 3 years ago
- Educational code for Density Functional Theory and Quantum Monte Carlo with Python☆20Updated 6 years ago
- A repository hosting materials used during Wannier-related tutorials and schools☆41Updated last year
- Time-reversal Euclidean neural networks based on e3nn☆15Updated 9 months ago
- A self-adaptive spin-constraining scheme based on cDFT, operating as an extension to VASP☆29Updated 7 months ago
- ☆22Updated 5 months ago
- Python code for twisting the 2D materials.☆30Updated 2 years ago
- DFT calculation on twisted graphene bilayer☆24Updated 5 years ago
- Exchange parameters of Heisenberg model calculation via Green's function approach☆34Updated last year
- ☆22Updated 6 years ago
- Python scripts to manage and postprocess quantum espresso and yambo calculation.☆16Updated last week
- Electronic structure calculation of twisted bilayer graphene☆58Updated 5 years ago
- Gradual conversion to python☆25Updated 5 years ago