6 papers
On -Coloring and -Coloring of graphs with high girth
Zahra Ahmadidahr, Manouchehr Zaker
In a proper vertex coloring of a graph , a vertex is called a b-vertex if is adjacent to a vertex in every other color class. A -coloring is a proper…
Dffusion: Capturing the Beam-Beam Physics of Collisions with Diffusion Models
Antonio Chahine, Mariarosaria D'Alfonso, Jan Eysermans +10
Beam-induced backgrounds at high-luminosity colliders, such as the FCC-ee, are dominated by incoherent pair creation (IPC), and require computationally expensive simulatio…
Archi: Agentic Operations at the CMS Experiment
Pietro Lugato, Luca Lavezzo, Jason Mohoney +16
We present Archi, an open-source, end-to-end framework for scientific collaborations that combines the systematic ingestion and organization of heterogeneous data sources with the…
Model-independent ZH production cross section at FCC-ee
Ang Li, Jan Eysermans, Gregorio Bernardi +3
This paper presents prospects for measuring the model-independent production cross section at the FCC-ee using the recoil-mass method at center-of-mass energies of 240 GeV and…
Machine Learning on Heterogeneous, Edge, and Quantum Hardware for Particle Physics (ML-HEQUPP)
Julia Gonski, Jenni Ott, Shiva Abbaszadeh +118
The next generation of particle physics experiments will face a new era of challenges in data acquisition, due to unprecedented data rates and volumes along with extreme environmen…
Building an AI-native Research Ecosystem for Experimental Particle Physics: A Community Vision
Thea Klaeboe Aarrestad, Alaa Abdelhamid, Haider Abidi +457
Experimental particle physics seeks to understand the universe by probing its fundamental particles and forces and exploring how they govern the large-scale processes that shape co…