M2 Complex Systems 2016-2017
Here you can find some on the Handouts, or Lectures notes, I have made during my Master in Theoritical Physics of Complex Systems. Most of them are synthetic and need to be completed with a full lecture on the subject. However it can be a helpful support in order to work, or have a reminder, on these topics.
Lectures Notes on "Physics, Algorithms and Statistics" :
Lectures Notes on "Physics, Algorithms and Statistics" :
Lectures Notes on "Complex Systems" :
Lectures Notes on "Complex Systems" :
Lectures on Inference learning and Big data :
Lectures on Inference learning and Big data :
physics-algo-classes.pdflectures-networks.pdflectures-inferences-learning.pdfThese two lectures notes can be completed with the Jupyter notebook on this page. It offers come complements or extensions of the subjects that are discussed.
Handouts on Statistical Field Theory:
Handouts on Statistical Field Theory:
fiche-sft-maths.pdffiche-coarse-graining.pdffiche-fractale.pdfHandouts on Non-Linear Physics :
Handouts on Non-Linear Physics :
fixed-points.pdffiche-euler-lagrange.pdfbifurcations.pdffiche-normal-form.pdfHandouts on Mathematical tools :
Handouts on Mathematical tools :
fiche-abscisse-curviligne.pdffiche-complex-analysis.pdffiche-method-steepest.pdfHandouts on Out of Equilibrium Dynamics :
Handouts on Out of Equilibrium Dynamics :
ito-formula-applications.pdffiche-langevin-equation.pdffiche-fpe.pdffiche-molecular-motors.pdffiche-thermal-ratchets.pdffiche-propelled.pdf