Revision as of 13:14, 12 November 2023

This is the official page for the year 2023-2024 of Disordered Systems course.

Course description

 You will have to hand in 3 homeworks.

Date	First Year : 15h45-17h45	Second Year : 13h15-15h15
First Tutorial	XXX	Partial Differential Equations: Wave breaking, Burgers and Shocks Complements
Second Tutorial	Integral Transform: Radon Transform	Variational Methods: Sound waves in solids and fluids
Third Tutorial	Residue Theorem: Green Functions	Probability: Extreme value Statistics

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 == Course description ==
-One of the
-Modern physics is characterized by an increasing complexity of systems under investigation, in
+  You will have to hand in 3 homeworks.
-domains as diverse as condensed matter, astrophysics, biophysics, etc. Establishing adequate
-models to describe these systems and being able to make quantitative predictions from those models
-is extremely challenging. The goal of the course is to provide the tools and concepts necessary to tackle those systems.
-We will first cover many algorithms used in many-body problems and complex systems, with special emphasis on Monte Carlo methods, molecular dynamics, and optimization in complex landscapes.
-Second, we will provide statistical inference and machine learning tools to harness the growing availability of experimental data to design accurate models of the underlying, complex, strongly non-homogeneous and interacting systems.
-Each theoretical lecture will be followed by a tutorial illustrating the concepts with practical applications
-borrowed from various domains of physics. We will focus on methods and algorithms and physics, not
-on programming and heavy numerics!  You will have to hand in 3 homeworks.
 =Tutorials=