PoS - Proceedings of Science
Volume 382 - The Eighth Annual Conference on Large Hadron Collider Physics (LHCP2020) - Session : Tools
Generative Models in Event Simulation
A. Butter
Full text: pdf
Pre-published on: October 27, 2020
Published on:
Abstract
First-principle based simulations are a fundamental building block of LHC physics. In the coming LHC runs, simulations will face unprecedented precision requirements, challenging the efficiency of Monte Carlo generators. With applications ranging from modular improvements to new frameworks, generative networks can help overcome these challenges.
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