Program syllabus

Structural module courses (33 credits)

Code Title Credits (ECTS) Semester Teaching guide Professor/s
11003 Complex Networks 3 1st
11927 Complex Quantum Systems 3 1st
11292 Cooperative and Critical Phenomena 6 1st
11926 Dynamical Systems, Chaos and Patterns 6 1st
11929 Information Theory 3 1st
11928 Introduction to Data Analysis and Machine Learning 3 1st
11925 Simulation Methods 6 1st
11002 Stochastic Processes 3 1st

Specific module courses (15 credits minimum)

Code Title Credits (ECTS) Semester Teaching guide Professor/s
11937 Advanced Complex Networks 3 2nd
11940 Applied Data Analysis and Machine Learning 3 2nd
11931 Complex Photonics 6 2nd
11939 Complex Systems Modelling in Economics 3 2nd
11933 Computational Social Sciences 6 2nd
11938 Ecology and Population Dynamics 3 2nd
11012 Modelling and Dynamics of Neural Systems 3 2nd
11008 Non-Equilibrium Collective Phenomena 3 2nd
11936 Nonlinear Phenomena in Fluid Flows and Climate 3 2nd
11932 Open Quantum Systems 3 2nd
11934 Quantum Collective Phenomena 3 2nd
11935 Quantum Information 3 2nd
11009 Spatio-Temporal Dynamics 3 2nd
11930 Statistical Biophysics 3 2nd
11010 Systems Biology 3 2nd

Master thesis (12 credits)

Code Title Credits (ECTS) Semester Teaching guide Professor/s
11444 Final Project 12 2nd