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Data Science for Physicists

Overview

Introduction to GlueX
Introduction to FCAL
Problem Formulation
Data Preprocessing

GNN for FCAL (2026)

Quick GNN Reference
GNN for FCAL Shower Classification
GNN for FCAL Shower Regression

CNN for FCAL (2025)

Lecture -- CNN Overview
CNN for FCAL Shower Classification
CNN for FCAL Shower Regression

Generative AI for FCAL (2025)

Lecture -- GAN Overview
Problem Formulation
Conditional GAN for FCAL Shower generation

Appendix

Primer for CNN using `PyTorch`

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By Cristiano Fanelli & Karthik Suresh

© Copyright 2026.

APS-GPS 2026 - (Short Course) Data Science for Physicists