Picture of Jan Marco Ruiz de Vargas Staudacher

Jan Marco Ruiz de Vargas Staudacher, B.Sc.

Technical University of Munich

Associate Professorship of Energy Management Technologies (Prof. Goebel)

Postal address

Arcisstr. 21
80333 München

Academic background

  • Bachelor of Mathematics (TUM) with a focus on Statistics, Probability Theory, and Optimization
  • Bachelor's thesis on Self-Distillation in Machine Learning
  • Master of Mathematics in Data Science (TUM) with a focus on Machine Learning, Deep Learning, Mathematical Statistics, and Causality
  • Master's thesis on Cluster-DAGs as background knowledge for causal discovery
  • Internships and working student positions in Data Science (Amazon), Research (TUM) and Finance (Noerr/KPMG)
  • JADS PhD scholarship recipient at TUM and ICL for COMET (Collaborative Machine Learning for the Energy Transition)

Research interests

  • Application of Machine Learning methods in energy systems
  • Collaborative/Federated Machine Learning
  • Reinforcement Learning
  • Causal inference & causal discovery
  • Forecasting
  • Energy markets
  • Data markets


  • Machine Learning in Energy Systems