fizisist / LorentzGroupNetwork
Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of space and time in physics.
☆50Updated 3 years ago
Alternatives and similar repositories for LorentzGroupNetwork
Users that are interested in LorentzGroupNetwork are comparing it to the libraries listed below
Sorting:
- [JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging☆24Updated 2 years ago
- Variational Monte Carlo with generative flows for mini-BMN matrix models☆19Updated 4 years ago
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆13Updated 6 months ago
- ☆21Updated last year
- ☆16Updated 2 years ago
- Python package for the EnergyFlow suite of tools.☆42Updated 3 months ago
- Repository for <Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics> (J. Spinner et al 2024)☆25Updated this week
- Official implementation of "Particle Transformer for Jet Tagging".☆99Updated last year
- Symmetry Preserving Attention Networks for Event Reconstruction☆41Updated 2 months ago
- Machine learning Calabi-Yau metrics with JAX☆17Updated last year
- Lorentz group equivariant autoencoders based on Lorentz Group Network☆11Updated last year
- Python calculator for the Wigner D matrices, Clebsch-Gordan coefficients, hydrogen atoms, and irreducible representations of the Lorentz …☆10Updated 2 years ago
- Flexible, general-purpose VMC framework, built on JAX.☆26Updated 3 weeks ago
- Knowledge Base for Jet Physics at the LHC☆12Updated 4 years ago
- Code for Neural Network Quantum Field States☆14Updated last year
- Machine learning–based inference toolkit for particle physics☆87Updated 6 months ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆48Updated 5 years ago
- Things that make me feel productive☆15Updated 2 years ago
- ☆21Updated 9 months ago
- ☆31Updated 4 years ago
- Monte Carlo simulation on 2D XY-model☆25Updated 5 years ago
- For developing and reproducing ML + HEP projects.☆22Updated last week
- Streamlined neural network training.☆48Updated 6 months ago
- ☆20Updated 2 months ago
- Streamlined neural network training.☆26Updated 2 years ago
- DeepErwin is a python 3.8+ package that implements and optimizes JAX 2.x wave function models for numerical solutions to the multi-electr…☆54Updated 3 weeks ago
- Provides differentiable versions of common HEP operations and objectives.☆24Updated last year
- GNN classification for reconstructed HEP events stored in ROOT☆14Updated 2 years ago
- Sharp-looking Feynman diagrams in python☆71Updated 3 months ago
- Jet-finding in the Scikit-HEP ecosystem.☆24Updated this week