Aritra Bal

Information

Institute: Institute of Experimental Particle Physics (ETP)
Room: CS 30.23 / R. 8-15
Phone: 4 7578
Email: aritra.bal#kit.edu

PhD topic

Preliminary title: Unsupervised Searches for New Physics with the CMS Detector at √s=13 TeV
Supervisor: Alexander-von-Humboldt-Prof. Dr. Markus Klute
Second supervisor: Dr. Benedikt Maier
Starting Date: 01 August 2022

Publications

• Model-agnostic search for dijet resonances with anomalous jet substructure in proton-proton collisions at √s=13 TeV CMS-PAS-EXO-22-026 (to be published soon)
• Machine learning techniques for model-independent searches in dijet final states CMS-NOTE-2023-013 (to be published soon)
• Distilling particle knowledge for fast reconstruction at high-energy physics experiments arXiv

Conferences and Talks

• DPG Frühjahrstagung 2024, Karlsruhe (Germany) VAE-based anomaly detection in dijet events at √s=13 TeV
• CMS Exotica Workshop 2023, Rome (Italy) Unsupervised Searches in CMS - CASE, MUSiC, NPLM
• CMS ML Town Hall 2023, CERN (Switzerland) Searching for New Physics detecting anomalies in jets>
• DPG Frühjahrstagung 2023, Dresden (Germany) Deep Neural Networks for jet-flavor tagging based on different hadronization models