JC: Model-agnostic search for dijet resonances with anomalousjet substructure in proton-proton collisions at √s = 13 TeV

Friday 5 Apr 2024, 11:00 → 12:00 Europe/Vienna

We'll discuss the recent CMS results on ML-assisted searches for new physics:

CMS-PAS-EXO-22-026 published at https://cds.cern.ch/record/2892677

as well as the ML methods it is based on:

VAE-QR: https://doi.org/10.1051/epjconf/202024506039
CWoLa and CWoLa-Hunting: https://arxiv.org/abs/1708.02949 and https://arxiv.org/abs/1902.02634
CATHODE: http://www.arxiv.org/abs/2109.00546
Tag 'N' Train: http://www.arxiv.org/abs/2002.12376
QUAK: http://www.arxiv.org/abs/2011.03550

CMS note with simulation-based studies: https://cds.cern.ch/record/2881089

We'll have a zoom at 

https://oeaw-ac-at.zoom.us/j/64332365248?pwd=YUhzTmltclNiSjRWUzM0dHB4UmJrZz09

 

Meeting ID: 643 3236 5248

Passcode: hC8FXD