Tilman Plehn
Ruprecht-Karls-Universität Heidelberg
H-index: 88
Europe-Germany
Top articles of Tilman Plehn
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
How to understand limitations of generative networks | SciPost Physics | Ranit Das Luigi Favaro Theo Heimel Claudius Krause Tilman Plehn | 2024/1/25 |
The Landscape of Unfolding with Machine Learning | arXiv preprint arXiv:2404.18807 | Nathan Huetsch Javier Mariño Villadamigo Alexander Shmakov Sascha Diefenbacher Vinicius Mikuni | 2024/4/29 |
Optimal, fast, and robust inference of reionization-era cosmology with the 21cmPIE-INN | arXiv preprint arXiv:2401.04174 | Benedikt Schosser Caroline Heneka Tilman Plehn | 2024/1/8 |
PINNferring the Hubble Function with Uncertainties | arXiv preprint arXiv:2403.13899 | Lennart Röver Björn Malte Schäfer Tilman Plehn | 2024/3/20 |
New Theory Paradigms at the LHC | Margarete Mühlleitner Tilman Plehn | 2024 | |
A Global View of the EDM Landscape | arXiv preprint arXiv:2403.02052 | Skyler Degenkolb Nina Elmer Tanmoy Modak Margarete Mühlleitner Tilman Plehn | 2024/3/4 |
To profile or to marginalize-A SMEFT case study | SciPost Physics | Ilaria Brivio Sebastian Bruggisser Nina Elmer Emma Geoffray Michel Luchmann | 2024/1/29 |
Back to the formula-LHC edition | SciPost Physics | Anja Butter Tilman Plehn Nathalie Soybelman Johann Brehmer | 2024/1/29 |
What's anomalous in LHC jets? | SciPost Physics | Thorsten Buss Barry M Dillon Thorben Finke Michael Krämer Alessandro Morandini | 2023/10/17 |
Performance versus resilience in modern quark-gluon tagging | SciPost Physics Core | Anja Butter Barry M Dillon Tilman Plehn Lorenz Vogel | 2023/12/12 |
Returning CP-Observables to The Frames They Belong | arXiv preprint arXiv:2308.00027 | Jona Ackerschott Rahool Kumar Barman Dorival Gonçalves Theo Heimel Tilman Plehn | 2023/7/31 |
Generative networks for precision enthusiasts | SciPost Physics | Anja Butter Theo Heimel Sander Hummerich Tobias Krebs Tilman Plehn | 2023/4/20 |
Semi-visible jets, energy-based models, and self-supervision | arXiv e-prints | Luigi Favaro Michael Krämer Tanmoy Modak Tilman Plehn Jan Rüschkamp | 2023/12 |
Precision-Machine Learning for the Matrix Element Method | arXiv preprint arXiv:2310.07752 | Theo Heimel Nathan Huetsch Ramon Winterhalder Tilman Plehn Anja Butter | 2023/10/11 |
Statistical patterns of theory uncertainties | SciPost Physics Core | Aishik Ghosh Benjamin Nachman Tilman Plehn Lily Shire Tim MP Tait | 2023/6/20 |
The forward physics facility at the high-luminosity LHC | Journal of Physics G: Nuclear and Particle Physics | Jonathan L Feng Felix Kling Mary Hall Reno Juan Rojo Dennis Soldin | 2023/1/20 |
Kicking it Off (-shell) with Direct Diffusion | arXiv preprint arXiv:2311.17175 | Anja Butter Tomas Jezo Michael Klasen Mathias Kuschick Sofia Palacios Schweitzer | 2023/11/28 |
MadNIS-Neural multi-channel importance sampling | SciPost Physics | Theo Heimel Ramon Winterhalder Anja Butter Joshua Isaacson Claudius Krause | 2023/10/6 |
Jet Diffusion versus JetGPT--Modern Networks for the LHC | arXiv preprint arXiv:2305.10475 | Anja Butter Nathan Huetsch Sofia Palacios Schweitzer Tilman Plehn Peter Sorrenson | 2023/5/17 |
Anomalies, Representations, and Self-Supervision | arXiv preprint arXiv:2301.04660 | Barry M Dillon Luigi Favaro Friedrich Feiden Tanmoy Modak Tilman Plehn | 2023/1/11 |
Co-Authors
