Karlsruhe School of Elementary Particle and Astroparticle Physics: Science and Technology (KSETA)

Jonas Eppelt

Institute: ETP
Building: 30.32
Room: 9-2
Phone: +49 721 608 43586
Email: Jonas.Eppelt#kit.edu
Supervisor: Prof. Dr. Torben Ferber
Supervisor: Prof. Dr. Günter Quast

PhD Topics

  • Preliminary Title: GravNet for Clustering in the Belle 2 Electromagnetic Calorimeter

Master's Thesis

Anomaly Detection in Searches for Inelastic Dark Matter with a Dark Higgs
Date: November 14th, 2022
Advisor: Prof. Dr. Torben Ferber
Co-Advisor: Prof. Dr. Günter Quast

Bachelor's Thesis

Virtualisierung von Rechnerplätzen mit JupyterHub
Date: April 8th, 2020
Advisor: Prof. Dr. Günter Quast
Co-Advisor: Dr. Manuel Giffels

Publications

Conferences and Talks

Jonas Eppelt, Isabel Haide, Fillip Gostner, Lea Reuter, Alexander Heidelbach, Torben Ferber
Belle II Masterclass - Das schönste Puzzle der Welt
DPG Frühjahrstagung Dresden 2023, Teilchenphysik, Outreach Sessions  
Jonas Eppelt, Matthias Schnepf, Giacomo De Pietro, Günter Quast
Checkpointing for long running Machine Learning Tasks
German Belle~II Meeting 2023, 25-27th September 2023  
Jonas Eppelt, Isabel Haide
New Belle II Masterclass Concept from KIT
46th Belle~2 General Meeting, 23-27th October 2023  
Jonas Eppelt, Isabel Haide, Torben Ferber
Improving Hadron Reconstruction in the Belle II Electromagnetic Calorimeter using Graph Neural Networks
DPG Frühjahrstagung Karlsruhe 2024, 3th-8th March 2024  
Jonas Eppelt, Matthias Schnepf, Giacomo De Pietro, Günter Quast
Checkpointing of long running machine learning trainings on GPUs
DPG Frühjahrstagung Karlsruhe 2024, 3th-8th March 2024  
Jonas Eppelt, Isabel Haide, Torben Ferber
Hadron cluster identification to get more clean rest of event
48th Belle~2 General Meeting, 23-27th October 2023  
Jonas Eppelt, Matthias Schnepf, Giacomo De Pietro, Günter Quast
Checkpointing for long running Machine Learning Task
PyHep 2024 Workshop, 4th July 2024  

Papers

publications-reviewed
[1] F. Wemmer et al. Photon Reconstruction in the Belle II Calorimeter Using Graph Neural Networks. 6 2023. [ bib | arXiv ]

Awards and Prices

Title Awarder Year
1st Price at AKPIK Dathathon 2023 AKPIK at DPG Dresden 2023

Workshops & Summer Schools

Date Event
May 22th, 2023 - May 26th, 2023 Belle II Academy 2023, Bad Kissingen, Germany
October 5th, 2023 - October 6th, 2023 KSETA Workshop on scalable AI