Johannes Erdmann

According to our database, Johannes Erdmann authored at least 8 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Learning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics.

Johannes Erdmann, Nitish Kumar Kasaraguppe, Florian Mausolf

CoRR, January, 2026

Enabling Users to Work Sustainably on Shared Institute Computing Resources.

Niclas Eich, Johannes Erdmann, Martin Erdmann, Benjamin Fischer, Paul Gilles, Tim Hauptreif, Jan Kelleter

EPJ Res. Infrastructures, 2026

Anomaly Detection for Automated Data Quality Monitoring in the CMS Detector.

Andrew Brinkerhoff, Chosila Sutantawibul, Indara Suarez, Robert White, Caio Cesar Daumann, Jonathan Guiang, Chad Freer, Samuel May, Bennett Marsh, Darin Acosta, Alex Aubuchon, Emanuela Barberis, Aaron Bundock, Claudio Campagnari, Evan Collins, Preston Epps, Johannes Erdmann, Henning Flaecher, Junshen Huang, Vivan Nguyen, Ryan Nie, Sudarshan Paramesvaran, John Rotter, Kaitlin Salyer, Siddhesh Sawant, Tanvi Sheokand, Darien Wood

EPJ Res. Infrastructures, 2026

2025

KAN We Improve on HEP Classification Tasks? Kolmogorov-Arnold Networks Applied to an LHC Physics Example.

Johannes Erdmann, Florian Mausolf, Jan Lukas Späh

Comput. Softw. Big Sci., December, 2025

2024

One Flow to Correct Them all: Improving Simulations in High-Energy Physics with a Single Normalising Flow and a Switch.

Caio Cesar Daumann, Mauro Donega, Johannes Erdmann, Massimiliano Galli, Jan Lukas Späh, Davide Valsecchi

Comput. Softw. Big Sci., December, 2024

2023

SR-GAN for SR-gamma: photon super resolution at collider experiments.

Johannes Erdmann, Aaron van der Graaf, Florian Mausolf, Olaf Nackenhorst

CoRR, 2023

2022

Event Property Estimation and Signal Background Separation.

Wolfgang Rhode, Margarete Schellenberg, Bernhard Spaan, Tim Ruhe, Maximilian Meier, Maximilian Linhoff, Jens Buß, Johannes Erdmann

Proceedings of the Machine Learning under Resource Constraints, 2022

2019

Corpus of News Articles Annotated with Article Level Sentiment.

Ahmet Aker, Marius Hamacher, Alicia Nti, Anne Smets, Hauke Gravenkamp, Johannes Erdmann, Sabrina Mayer, Julia Serong, Anna Welpinghus, Francesco Marchi

Proceedings of the Third International Workshop on Recent Trends in News Information Retrieval, 2019