Georg Diez, PhD

I completed my PhD in Physics at the University of Freiburg in the group of Prof. Gerhard Stock, where I worked at the interface of physics and biology, combining machine learning with physics-informed modeling to understand protein dynamics.

My expertise lies in translating complex problems into actionable insights through data-driven analysis. I develop predictive models that uncover hidden patterns in high-dimensional systems—enabling data-driven strategies and more informed decision-making.

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Research Interests

  • Generative Modeling
  • Dimensionality Reduction Techniques
  • Protein Dynamics and Molecular Machinery
  • Physics-Informed Machine Learning
  • Biophysics and Statistical Mechanics

Education

PhD in Physics

University of Freiburg

2021 - 2025

Thesis: "From Complexity to Clarity: Dimensionality Reduction of Protein Dynamics"

Master's degree in Physics

University of Freiburg & Universidad Complutense de Madrid

2017 - 2020

Bachelor's degree in Physics

University of Freiburg & Fraunhofer Institute for Solar Energy Systems ISE

2013 - 2017