Dr. Philipp Denzel

Personal profile

Position at the ZHAW

Machine Learning Engineer, Researcher at the Centre for Artificial Intelligence (CAI)

Homepage: phdenzel.github.io
CAI: www.zhaw.ch/en/engineering/institutes-centres/cai/
Research group: www.zhaw.ch/en/engineering/institutes-centres/cai/intelligent-vision-systems-group/

Expertise and research interests

Artificial Intelligence, Machine Learning, Deep Learning, Computational Astrophysics, Cosmology

Educational background

PhD in Physics, University of Zurich, 2021
MSc in Computational Science, University of Zurich, 2016
BSc in Physics, University of Zurich, 2014

Professional milestones

2016 - 2021, Research Assistant, Institute for Computational Science (UZH)

Projects

• certAInty – A Certification Scheme for AI systems / Team member / Project ongoing
• Square Kilometre Array: Mock-observations via generative deep learning / Team member / Project ongoing

Publications

• Denzel, Philipp Benedikt; Schilling, Frank-Peter; Gavagnin, Elena,

  2023.

  Deep learning the SKA : the Square Kilometer Array project [poster].

  In:

  Datalab Symposium, Winterthur, Schweiz, 11. Januar 2023.

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  Available from: https://doi.org/10.21256/zhaw-27219

Publications before appointment at the ZHAW

Barrera, B., Williams, L. L. R., Coles, J. P., & Denzel, P. (2021). Bridging the gap between simply parametrized and free-form pixellated models of galaxy lenses: The case of WFI 2033-4723 quad. The Open Journal of Astrophysics, 4. doi.org/10.21105/astro.2108.04348

Denzel, P., Palmer, X. G., et al. (2021). The lens SW05 J143454.4+522850: A fossil group at redshift 0.6? Monthly Notices of the Royal Astronomical Society, 506(2), 1715–1722. doi.org/10.1093/mnras/stab1825

Denzel, P., Mukherjee, S., & Saha, P. (2021). A new strategy for matching observed and simulated lensing galaxies. Monthly Notices of the Royal Astronomical Society, 506(2), 1815–1831. doi.org/10.1093/mnras/stab1716

Ding, X., Treu, T., Birrer, S., Chen, G. C., Coles, J., Denzel, P., et al. (2021). Time delay lens modelling challenge. Monthly Notices of the Royal Astronomical Society, 503(1), 1096–1123. doi.org/10.1093/mnras/stab484

Denzel, P., Coles, J. P., Saha, P., & Williams, L. L. R. (2021). The Hubble constant from eight time-delay galaxy lenses. Monthly Notices of the Royal Astronomical Society, 501(1), 784–801. doi.org/10.1093/mnras/staa3603

Denzel, P., Mukherjee, S., Coles, J. P., & Saha, P. (2020). Lessons from a blind study of simulated lenses: Image reconstructions do not always reproduce true convergence. Monthly Notices of the Royal Astronomical Society, 492(3),
3885–3903. doi.org/10.1093/mnras/staa108

Denzel, P., Diemand, J., & Angélil, R. (2016). Molecular dynamics simulations of bubble nucleation in dark matter detectors. Physical Review E, 93(1). doi.org/10.1103/physreve.93.013301

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