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Dr. Jan Hermann

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Freie Universität Berlin

Arnimallee 6, Room 209, D-14195 Berlin
https://www.mi.fu-berlin.de/en/math/groups/ML4MatSci/

Dr. Jan Hermann

Junior Group Leader

Junior Fellow | BIFOLD

Junior Group Leader | FU Berlin

Jan Hermann heads the Machine Learning for Materials Science junior research group at Freie Universität Berlin. He received his PhD in physics at the Fritz-Haber-Institut der Max-Planck-Gesselschaft.

  • Machine Learning for natural sciences
  • Computational materials science
  • Electronic structure calculations

Parastoo Semnani, Mihail Bogojeski, Florian Bley, Zizheng Zhang,Qiong Wu, Thomas Kneib, Jan Herrmann, Christoph Weisser, Florina Patcas, Klaus-Robert Müller

A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery

July 10, 2024
https://arxiv.org/pdf/2407.18935

Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller, Gregoire Montavon

Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces

December 30, 2022
https://arxiv.org/abs/2212.14855