Lässig
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Statistical Physics and Quantitative Biology
University of Cologne
 
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Physics and Biology of Information
Summer Semester 2020
Course Summary: Information and entropy are key concepts in descibing complex physical and biological systems. The course will give an introduction to the statistical mechanics of information, including the non-equilibrium physics of information processing. We will apply these concepts to modern research questions in physics, cell biology, and evolution.
Course Topics:
  1. Review of non-equilibrium statmech: path integral, fluctuation calculus and all that
  2. Information processing in biochemical reactions
  3. Information in cellular growth
    Chemotaxis and infotaxis, adaptation to fluctuating environments
  4. Information in molecular evolution: molecular recognition, error threshold
  5. Dynamics of pathogens and immune systems
  6. Information processing in learning and modelling
Credits: 6 CP or 7.5 CP (with optional student's seminar talk)
Course Level: Bachelor: after completion of Statistical Mechanics, can be taken as a follow-up
        Master: part of the module Statistical Physics and Biophyscs
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