Nicole Ludwig

Nicole Ludwig

Early Career Research Group Leader

Machine Learning Cluster of Excellence, University of Tübingen

I am the PI of the early career research group “Machine Learning in Sustainable Energy Systems” within the Cluster of Excellence – Machine Learning for Science at the University of Tübingen.

My research focuses on developing machine learning algorithms for problems related to future sustainable energy systems with a high share of renewable energy sources. I am especially interested in probabilistic machine learning for time series with uncertain inputs.

Interests
  • Probabilistic Machine Learning
  • Machine Learning for Energy Systems
  • (Probabilistic) Time Series Forecasting
  • Reinforcement Learning under Uncertainty
Education
  • PhD in Informatics, 2020

    Karlsruhe Institute of Technology

  • MSc in Information Systems and Network Economics, 2016

    University of Freiburg

  • BSc in Economics, 2014

    University of Freiburg