Front matter
Abstract of the Dissertation
Introduction
I
Theoretical Background
II
Experimental Background
5
The CERN Large Hadron Collider
6
The CMS detector
III
AI/ML and Statistics Background
IV
Accelerating Simulations with AI
V
Searches for High Energy Higgs Boson Pairs
VI
AI for Jets
VII
Appendix
Bibliography
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Part II
Experimental Background
5
The CERN Large Hadron Collider
5.1
The accelerator
5.2
Luminosity and timeline
6
The CMS detector
6.1
Overview
6.2
Detecting particles
6.3
CMS detector components
6.4
Detector reconstruction and performance
6.5
The Phase-2 Upgrade
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