Frank-Peter Schilling

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Zurich University of Applied Sciences (ZHAW)

Centre for AI (CAI)

Office TN 03.64

Technikumstrasse 71

CH-8401 Winterthur

I am a senior lecturer (“Dozent”) and group leader at Zuerich University of Applied Sciences ZHAW, located in Winterthur, Switzerland. I am deputy director of ZHAW’s Centre for Artificial Intelligence CAI, and lead its Intelligent Vision Systems (IVS) research group. I am the scientific coordinator of the PhD programme in Data Science, a collaboration between ZHAW and University of Zurich.

My research focus is on AI/Deep Learning methods for Computer Vision, building Machine Learning Systems (MLOps), Trustworhy AI and applications of AI/Deep Learning in the Sciences. I teach lectures at the BSc and MSc level in computer science and data science.

In a previous life, I performed fundamental research in Particle Physics at major international research Labs such as CERN (Geneva) and DESY (Hamburg). In 2012, I contributed to the experimental discovery of the Higgs particle at CERN, whose theoretical prediction was awarded with the 2013 Nobel Prize in Physics. I obtained a PhD in physics from the University of Heidelberg in 2001.

Profile page at ZHAW

selected publications

  1. Galactic Alchemy: Deep Learning Map-to-Map Translation in Hydrodynamical Simulations
    Philipp Denzel, Yann Billeter, Frank-Peter Schilling, and Elena Gavagnin
    2025
  2. MInDI-3D: Iterative Deep Learning in 3D for Sparse-view Cone Beam Computed Tomography
    Daniel Barco, Marc Stadelmann, Martin Oswald, Ivo Herzig, and 6 more authors
    2025
  3. AI Assessment in Practice: Implementing a Certification Scheme for AI Trustworthiness
    Carmen Frischknecht-Gruber, Philipp Denzel, Monika Reif, Yann Billeter, and 5 more authors
    In Symposium on Scaling AI Assessments (SAIA 2024), 2025