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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