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Dr. Stefan Gugler

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Technische Universität Berlin /BIFOLD Institute

Ernst-Reuter-Platz 7, 9. Etage, Raum 905, 10587 Berlin

Dr. Stefan Gugler

Dr. Stefan Gugler

Morris Trestman, Stefan Gugler, Felix A. Faber, O. A. von Lilienfeld

Gradient-Guided Furthest Point Sampling for Robust Training Set Selection

October 10, 2025
https://doi.org/10.48550/arXiv.2510.08906

Max Eissler, Tim Korjakow, Stefan Ganscha, Oliver T. Unke, Klaus-Robert Müller, Stefan Gugler

How simple can you go? An off-the-shelf transformer approach to molecular dynamics

March 05, 2025
https://arxiv.org/pdf/2503.01431

Khaled Kahouli, Winfried Ripken, Stefan Gugler, Oliver T. Unke, Klaus-Robert Müller, Shinichi Nakajima

ENHANCING DIFFUSION MODELS EFFICIENCY BY DISENTANGLING TOTAL-VARIANCE AND SIGNAL-TO-NOISE RATIO

February 12, 2025
https://arxiv.org/pdf/2502.08598

News
Machine Learning| Feb 20, 2026

Symbolic XAI

Researchers at BIFOLD have been exploring how to make AI explain itself in the same  way, people explain themselves. The team’s work focuses on making AI predictions as clear and intuitive as a human explanation.