Tilman Plehn

Professor

Heidelberg University

Germany

Research Interests

Explore related searches

Professors in Germany Professors in Artificial Intelligence Artificial Intelligence professors in Germany

Contact this professor

Get a free first email built on one of their papers, ready for you to edit and send yourself.

About

Tilman Plehn is a Professor at Heidelberg University in Germany. His research focuses on advanced techniques in machine learning, including generative models, simulation-based inference, and cosmology. Recent publications include work on self-supervised transformers and innovative methods for jet diffusion at particle colliders. He is committed to enhancing the understanding of complex phenomena in high-energy physics through cutting-edge computational approaches.

Articles (10)

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Year:

2025

Collaborators (1)

Michael Krämer

Professor (Chair)

Rheinisch Westfälische Technische Hochschule Aachen RWTH Aachen Fakultät für Mathematik Informatik und Naturwissenschaft

GERMANY

View details

ApplyKite TwinLearns as you apply

Make your next move.

Prepare your application

Review drafts before you send them.

Tilman Plehn

Research Interests

Explore related searches

Contact this professor

About

Articles (10)

Generative unfolding with distribution mapping

SKATR: A self-supervised summary transformer for SKA

Optimal, fast, and robust inference of reionization-era cosmology with the 21cmPIE-INN

Jet diffusion versus JetGPT – Modern networks for the LHC

The landscape of unfolding with machine learning

Semi-visible jets, energy-based models, and self-supervision

Differentiable MadNIS-Lite

Advancing Tools for Simulation-Based Inference

CaloDREAM -- Detector Response Emulation via Attentive flow Matching

How to Unfold Top Decays

Collaborators (1)

Michael Krämer

Make your next move.