"Approximating Rayleigh Scattering in Exoplanetary Atmospheres using Physics-informed Neural Networks (PINNs)"

Bayesian Inference and Artificial Intelligence Seminar

  • Date: Nov 13, 2025
  • Time: 09:15 AM - 10:15 AM (Local Time Germany)
  • Speaker: Sascha Bittner
  • Location: University Observatory Munich (USM), Scheinerstr. 1, 81679 Munich, Germany
  • Room: South Seminar Room (1st Floor)
  • Host: Louise Dyregaard Nielsen
  • Contact: Louise.Nielsen@lmu.de
"Approximating Rayleigh Scattering in Exoplanetary Atmospheres using Physics-informed Neural Networks (PINNs)"
Weekly seminar featuring student-led discussions of astronomy papers using Bayesian methods and modern machine-learning tools.

The series explores practical inference techniques for astronomy, covering topics such as probabilistic modeling, surrogate modeling, and physics-informed approaches. Each session consists of a presentation followed by an open discussion; participation is possible on site and via the usual online access.

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