Complexity Science
Complexity Science
Machine Learning, Nonlinear Methods and Decision Strategies

Which principles govern the complex natural and societal system that enable the stewarding of our global commons within planetary boundaries?

Overarching topics:

  • Climate phenomena and extremes: Prediction and modelling with complex networks, statistical physics, and machine learning.
  • Abrupt climate transitions: Detection and prediction with advanced time series analysis, numerical modelling, and analytical concepts.
  • Socio-economic and infrastructure networks: Understanding dynamics through new modelling and stability concepts.
  • Climate decisions: Uncovering principles and modelling interactions using econometrics, game theory, and machine learning.

Scientific Coordination:

Anja Bruhn (& contact Prof. Levermann)
Phone: +49 331 288-20735
Gabriele Pilz
Phone: +49 331 288-20769
rd4-coordination@pik-potsdam.de

Office:

Till Hollmann
Heike Prietzel
email: rd4sekretariat@pik-potsdam.de
Phone: +49 331 288-2697

Publications