Tilman Plehn

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Geometric Algebra

Grid Infrastructures

Category Labels

Top Venues

Comput. Softw. Big Sci.

Publications

Jonas Spinner, Victor Bresó, Pim de Haan, Tilman Plehn, Jesse Thaler, Johann Brehmer
Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics. CoRR (2024)
Nathan Huetsch, Javier Mariño Villadamigo, Alexander Shmakov, Sascha Diefenbacher, Vinicius Mikuni, Theo Heimel, Michael James Fenton, Kevin Greif, Benjamin Nachman, Daniel Whiteson, Anja Butter, Tilman Plehn
The Landscape of Unfolding with Machine Learning. CoRR (2024)
Barry M. Dillon, Luigi Favaro, Friedrich Feiden, Tanmoy Modak, Tilman Plehn
Anomalies, Representations, and Self-Supervision. CoRR (2023)
Lisa Benato, Erik Buhmann, Martin Erdmann, Peter Fackeldey, Jonas Glombitza, Nikolai Hartmann, Gregor Kasieczka, William Korcari, Thomas Kuhr, Jan Steinheimer, Horst Stöcker, Tilman Plehn, Kai Zhou
Shared Data and Algorithms for Deep Learning in Fundamental Physics. Comput. Softw. Big Sci. 6 (1) (2022)
Lisa Benato, Erik Buhmann, Martin Erdmann, Peter Fackeldey, Jonas Glombitza, Nikolai Hartmann, Gregor Kasieczka, William Korcari, Thomas Kuhr, Jan Steinheimer, Horst Stöcker, Tilman Plehn, Kai Zhou
Shared Data and Algorithms for Deep Learning in Fundamental Physics. CoRR (2021)
Barry M. Dillon, Tilman Plehn, Christof Sauer, Peter Sorrenson
Better Latent Spaces for Better Autoencoders. CoRR (2021)
Marco Bellagente, Manuel Haußmann, Michel Luchmann, Tilman Plehn
Understanding Event-Generation Networks via Uncertainties. CoRR (2021)
Anja Butter, Theo Heimel, Sander Hummerich, Tobias Krebs, Tilman Plehn, Armand Rousselot, Sophia Vent
Generative Networks for Precision Enthusiasts. CoRR (2021)
Marco Bellagente, Anja Butter, Gregor Kasieczka, Tilman Plehn, Ramon Winterhalder
How to GAN away Detector Effects. CoRR (2019)