Official implementation of "Particle Transformer for Jet Tagging".
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May 13, 2024 - Python
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jet-tagging
Here are 7 public repositories matching this topic...
Code for "Improving robustness of jet tagging algorithms with adversarial training" (arXiv:2203.13890).
deep-learning algorithms tagging pytorch classification particle-physics jet flavor robustness adversarial-attacks adversarial-training jet-tagging
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Oct 15, 2023 - Jupyter Notebook
Graph Neural Networks for quark/gluon jet tagging using particle-level jet constituents, PyTorch Geometric, and HEP-inspired robustness studies.
machine-learning high-energy-physics particle-physics pythia graph-neural-networks pytorch-geometric jet-tagging quark-gluon-tagging herwig
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May 18, 2026 - Python
PyTorch MLP for boosted W/Z→qq̄ jet tagging on ATLAS Open Data; compares to cuts and outputs ROC/purity plots.
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Oct 19, 2025 - Python
Jet Tagging using graph represenation and MLP/Mamba Mixer
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Feb 25, 2026 - Python
Deep learning pipeline in MATLAB comparing CNN and GraphSAGE for top quark jet tagging, with robustness study under detector noise and explainability analysis.
deep-learning matlab cnn particle-physics robustness graphsage graph-neural-networks top-quark explainability jet-tagging
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Jul 21, 2026 - MATLAB
GNN (dynamic k-NN ParticleNet) vs Deep Sets on jet tagging -- an honest report including a negative result on when graph structure does and does not help.
python data-science machine-learning deep-learning physics pytorch particle-physics graph-neural-networks pytorch-geometric gnn jet-tagging particlenet
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Jul 13, 2026 - Python
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