Kylian Schmidt
Information
| Institute: ETP / IAP |
| Building: CN 401 |
| Room: 418 |
| Email: kylian.schmidt#kit.edu |
PhD Thesis
Application of Simulation-Based Inference Methods on LHC Data
Advisor: Prof. Dr. Ulrich Husemann
Coadvisor: Prof. Dr. Jan Kieseler
Date: December 2024 - currently
Master's Thesis
Photon Reconstruction of Axion-Like Particles with Graph Neural Networks at Beamdump Experiments
( pdf)
Advisor: Prof. Dr. Markus Klute
Coadvisor: Prof. Dr. Torben Ferber
Supervisor: M. Sc. Alexander Heidelbach
Date: March 2023 - March 2024
Bachelor's Thesis
Spin-Boson Model as Semi-Infinite Chain: Characterization with Orthogonal Polynomials
Advisor: Prof. Dr. Frank Wilhelm-Mauch (Saarland University)
Date: May 2021 - September 2021
Other Topics
- Detector Optimization with Diffusion-based Surrogate Models ( GitHub )
Supervisor: Prof. Dr. Jan Kieseler
Date: June 2024 - Jan 2025
Publications
| [1] | Kylian Schmidt, Nikhil Kota, Jan Kieseler, Andrea De Vita, Markus Klute, Abhishek, Max Aehle, Muhammad Awais, Alessandro Breccia, Riccardo Carroccio, Long Chen, Tommaso Dorigo, Nicolas R. Gauger, Enrico Lupi, Federico Nardi, Xuan Tung Nguyen, Fredrik Sandin, Joseph Willmore, and Pietro Vischia. End-to-end detector optimization with diffusion models: A case study in sampling calorimeters, 2025. [ bib | arXiv | http ] |
This file was generated by bibtex2html 1.98.
Conferences and Talks
- AIDO - An End-to-end Detector Optimization Framework using Diffusion Models
Poster at ACAT, 8 September 2025, Hamburg
- AIDO - A Generalized Detector Optimization Framework using Surrogate Models
Talk at DPG Spring Meeting, 3 April 2025, Göttingen
- AIDO - A Software Package for the Optimization of Continuous and Discrete Detector Parameters using Surrogate Models
Talk at the Glühwein Workshop, 16 December 2024, Karlsruhe
- Photon Reconstruction with Graph Neural Networks at Beamdump Experiments
Talk at DPG Spring Meeting, 5 March 2024, Karlsruhe
Workshops and Schools
- FSP 17.09.2025 – 19.09.2025 Hamburg
- ACAT 08.09.2025 – 12.09.2025 Hamburg
- HAICON 03.06.2025 – 05.06.2025 Karlsruhe
- KSETA Plenary Workshop 10.03.2025 – 12.03.2025 Wildberg