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 NetworksExplore 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)
- 19 Oct 2022 - "Generation of High-Energy Particle Collisions using Generative Adversarial Particle Transformers", Anni Li, IRIS-HEP Fellows Presentations 2022 Recording: Generation of High-Energy Particle Collisions using Generative Adversarial Particle Transformers