Workshop "Machine Learning in Geophysical Modeling"

On behalf of Prof. Dr. Tijana Janjic, Prof. Dr. Marcel Oliver, and Prof. Dr. Nadja Ray  the “Machine Learning in Geophysical Modeling” workshop took place in the historic Speinshart Monastery in September 2025, hosted by the Speinshart Scientific Centre for AI and SuperTech (SSC).

The SSC, funded by the Bavarian State Ministry of Science and the Arts and supported by the Association of Bavarian Universities and Universities of applied sciences, provides a unique retreat concept setting for in-depth scientific exchange.

This workshop brought together researchers in machine learning with applications in geophysical sciences and geophysical scientists using machine learning in their work. Topics include:

  • Machine learning in geophysical modeling
  • Uncertainty quantification
  • Data assimilation and bias analysis
  • Explainable AI in the context of geophysics