IRIS-HEP Fellow: Anni Li

Fellowship dates: Jun – Sep, 2022

Home Institution: University of California, San Diego

Project: Conditional Generation of High-Energy Particle Collisions with Graph Networks

Explore applications of Auxiliary Classifier Generative Adversarial Networks in GNNs for conditional generation of jets. This network combines features of both MPGAN and ACGAN, being able to generate a conditional classifier GAN using graph neural networks. The expected outcome is a strong ACGAN+MPGAN algorithm using a GNN to conditionally generate jets with high fidelity.

More information: My project proposal

  • Javier Duarte (UCSD)

Presentations and Publications
Current Status

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