3 papers
physics.ins-det2025
CaloChallenge 2022: A Community Challenge for Fast Calorimeter Simulation
Claudius Krause, Michele Faucci Giannelli, Gregor Kasieczka +66
We present the results of the "Fast Calorimeter Simulation Challenge 2022" - the CaloChallenge. We study state-of-the-art generative models on four calorimeter shower datasets of i…
hep-ph2025
Energy-Energy Flow Networks
Arianna Garcia Caffaro, Ian Moult, Chase Shimmin
Jet substructure provides one of the most exciting new approaches for searching for physics in and beyond the Standard Model at the Large Hadron Collider. Modern jet substructure s…
cs.AI2025
On the Evaluation of Engineering Artificial General Intelligence
Sandeep Neema, Susmit Jha, Adam Nagel +6
We discuss the challenges and propose a framework for evaluating engineering artificial general intelligence (eAGI) agents. We consider eAGI as a specialization of artificial gener…