Heterogeneous Graph Neural Network for Identifying Hadronically Decayed Tau Leptons at the High Luminosity LHC

Autor: Huang, Andris, Ju, Xiangyang, Lyons, Jacob, Murnane, Daniel, Pettee, Mariel, Reed, Landon

We present a new algorithm that identifies reconstructed jets originating from hadronic decays of tau leptons against those from quarks or gluons. No tau lepton reconstruction algorithm is used. Instead, the algorithm represents jets as heterogeneous

Externí odkaz: http://arxiv.org/abs/2301.00501

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The Minnesota Critical Care Working Group 1: Monitoring and coordinating statewide critical care surge response in the COVID-19 pandemic, March 2020 through July 1, 2021.

Autor: Dichter JR; University of Minnesota., Brown D; Mayo Clinic., Zamorano C; Abbott Northwestern Hospital., Cohen J; United Hospital., Miller EA; Methodist Hospital., Niccum DE; Regions Hospital., LeClaire M; Veterans Administration Hospital Minneapolis., De Jong CB; Essentia Health., Diebold D; North Memorial Health., Lyons J; Centracare., Reilkoff R; University of Minnesota., Erickson HL; Hennepin Healthcare., Martinelli J; St. Lukes Hospital., Fischer JA; Northfield Hospital and Clinics., Mairose K; Ridgeview Hospitals and Healthcare., Kallestad J; Ridgeview Hospitals and Healthcare., Chell C; Hennepin Healthcare., Shadiow A; Arrowhead EMS Association., Stoen S; Central and West Central Healthcare Coalitions., Hick JL; University of Minnesota; Hennepin Healthcare., Petersen-Kroeber C; Minnesota Department of Health., Seaberg J; Minnesota Department of Health., McLachlan E; Minnesota Department of Health., Waterman AT; Minnesota Department of Health., James WY; Minnesota Department of Health., MacDonell S; Minnesota Department of Health., Risser J; Regions Hospital., Klemond T; Hennepin Healthcare., DeMartino ES; Mayo Clinic., Wu J; University of Minnesota., DeBruin D; University of Minnesota., Wolf SM; University of Minnesota., Sederstrom NO; Hennepin Healthcare., Baum KD; University of Minnesota., Greenlee K; Centracare., Strike H; Allina Health., Kettler PA; M Health Fairview Health., Boehland A; Essentia Health., Goodman KA; North Memorial Health., Maslonka KK; Children's Minnesota Hospital Minneapolis., Wolf JM; University of Minnesota., Schoenecker J; Minnesota Hospital Association., Kesler S; University of Minnesota.

Publikováno v: Chest [Chest] 2024 Nov 30. Date of Electronic Publication: 2024 Nov 30.