deepmodeling / DeePTB
DeePTB: A deep learning package for tight-binding approach with ab initio accuracy.
☆63Updated last week
Alternatives and similar repositories for DeePTB:
Users that are interested in DeePTB are comparing it to the libraries listed below
- ☆85Updated last year
- Extended DeepH (xDeepH) method for magnetic materials.☆35Updated last year
- Space Group Informed Transformer for Crystalline Materials Generation☆61Updated 6 months ago
- A self-adaptive spin-constraining scheme based on cDFT, operating as an extension to VASP☆24Updated 3 months ago
- A machine learning workflow for calculating the electron-phonon coupling (EPC)☆23Updated 4 months ago
- The Temperature Dependent Effective Potentials (TDEP) code☆73Updated 2 weeks ago
- high dimensional neural network potential☆21Updated 2 years ago
- HPRO: Hamiltonian Projection and Reconstruction to atomic Orbitals☆17Updated 2 months ago
- A Python library and command line interface for automated free energy calculations☆75Updated 2 months ago
- Symmetry-Adapted Learning of Three-dimensional Electron Densities (and their electrostatic response)☆31Updated this week
- Tutorials for Quantum Espresso☆18Updated 2 years ago
- Use 3D visualization software Mayavi to visualize VASP POSCAR file.☆29Updated last year
- JADE-NAMD: An package for the on-the-fly nonadiabatic molecular dynamics simulation☆18Updated 3 years ago
- LAMMPS interface for phonon calculations using phonopy☆84Updated 5 months ago
- A Wannier90 python interface for VASP and PySCF☆36Updated last year
- Repository for spectral neighbor analysis potential (SNAP) model development.☆37Updated 4 years ago
- Allen-Feldman thermal conductivity compatible to GULP implementation☆18Updated this week
- Code repository for a tutorial based on the "Direct prediction of phonon density of states with Euclidean neural networks"☆27Updated last year
- Generating Deep Potential with Python☆64Updated this week
- Advanced ASE Transition State Tools for ABACUS and Deep-Potential☆25Updated 2 months ago
- ☆56Updated 2 months ago
- Dealing with slabs for first principles calculations of surfaces☆60Updated last year
- ☆58Updated this week
- Tutorials showcasing various capabilities of Libra☆21Updated 6 months ago
- Machine-Learning-Based Interatomic Potentials for Catalysis: an Universal Catalytic Large Atomic Model☆31Updated 3 weeks ago
- Document and code of python and PySCF approach XYG3 type of density functional 2nd-derivative realization☆60Updated 11 months ago
- quick analysis of vasp calculation☆35Updated 8 months ago
- Utility to construct and operate on Hamiltonians from the Projections of DFT wfc on Atomic Orbital bases (PAO)☆38Updated this week
- GUI4dft - first free SIESTA oriented GUI☆23Updated last week
- Tools for Phono(3)py power users.☆32Updated last year