Episode 21 | Michela Paganini

Machine Learning Solutions for High Energy Physics

Papers and Links:

• Michela's Homepage
• Thesis
• Machine Learning Algorithms for b-Jet Tagging at the ATLAS Experiment
• CaloGAN: Simulating 3D High Energy Particle Showers in Multi-Layer Electromagnetic Calorimeters with Generative Adversarial Networks
• The Scientific Method in the Science of Machine Learning
• On Iterative Neural Network Pruning, Reinitialization, and the Similarity of Masks

Listen: