Preschool

Preschool

Opening Remarks

• Shakeel Khoja (IBA)

Physics at the Large Hadron Collider

• Ashfaq Ahmad (National Centre for Physics)

Introduction to Machine Learning for Physics

• Pietro Vischia (University of Oviedo)

Into the Belly of Transformers

• Rizwan Qureshi (Salim Habib University)

Anomaly Detection / Unsupervised Learning

• Jackson Burzynski (University of Oklahoma)

Tutorial - Anomaly Detection

• Saad Mohiuddin

AI-based Generative Modeling at the LHC

• Vinicius Mikuni (Kobayashi-Maskawa Institute)

AI-based Generative Modeling at the LHC

• Vinicius Mikuni (Kobayashi-Maskawa Institute)

Tutorial - Generative based modeling in particle physics

• Hamza Hanif

Tutorial - Transformers and Self-Attention for Particle Physics

• Hamza Hanif

Office hours/Helping Session (optional)

• Hamza Hanif

Tutorial - Building GPT from scratch

• Rizwan Qureshi (Salim Habib University)

Real-Time Inference at the LHC

• Davide Fiacco

HLS4ML — High-Level Synthesis for Machine Learning

• Enrico Lupi (ETH Zurich)

Tutorial - hls4ml

• Enrico Lupi

AI-assisted design for physics

• Tommaso Dorigo

Centaur Science: Adventures in AI+Physics

• Jesse Thaler (Massachusetts Institute of Technology)

Tutorial help/session

Certificate handouts