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CNN and GNN ML models for anomaly detection (on FPGAs) for the High Luminosity upgrade of the Large Hadron Collider at CERN.

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CERN Summer Project

2021 Summer Project as part of the Summer Student programme titled "Anomaly Detection for CMS L1 trigger at HL-LHC".

src contains the source code for training, model definitions, and Jupyter notebook plots. To train and evaluate the models, follow the readme file in that directory.

report contains the LaTex code used for the report.

About

CNN and GNN ML models for anomaly detection (on FPGAs) for the High Luminosity upgrade of the Large Hadron Collider at CERN.

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