About me

PhD in Meterorology
Master of Science: Physics of Earth and Atmosphere
Bachelor of Science: Meteorology

My interests are:

  • Explainable Machine Learning
  • Uncertainty Quantification
  • Latent space representation
  • Complex non-linear systems and dynamics
  • Biogenic secondary aerosols
  • Atmospheric (multi-phase) chemistry
Universität Bonn
Universität Bonn. Copyright: Heribert Brechen - flickr

My research focuses on explainable machine learning and uncertainty quantification. Since I am a trained meteorologist and atmospheric chemist, I apply data-driven techniques in air quality research. As principal investigator of the "Artificial Intelligence Strategy for Earth System Data", I lead the construction of an Earth-AI software platform and Earth-AI e-learning platform. In my group, I am involved in PhD supervision and leadership in an interdisciplinary and multicultural environment.

For further information take a look at my CV.

Scarlet Stadtler
Copyright: Forschungszentrum Jülich/Sascha Kreklau