Coursera Plus Annual is 40% Off — Ends July 13.

Class Central is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

École Polytechnique Fédérale de Lausanne

Advanced statistical physics

École Polytechnique Fédérale de Lausanne via edX

Write review
DataCamp Ad

Power BI Fundamentals - Create visualizations and dashboards from scratch

Learn More → Boot.dev Ad

Stuck in Tutorial Hell? Learn Backend Dev the Right Way

Learn More →

Overview

Google, IBM & Meta Certificates – 40% Off
One plan covers every Professional Certificate on Coursera.
Unlock All Certificates

This course covers non-equilibrium statistical processes and the treatment of fluctuation dissipation relations by Einstein, Boltzmann and Kubo. Moreover, the fundamentals of Markov processes, stochastic differential and Fokker Planck equations, mesoscopic master equation, etc will be treated in detail. Prior knowledge of statistical physics is highly recommended but not required.

Syllabus

  • Lecture 1: Brownian motion and 3 derivations
  • Lecture 2: Continuous stochastic process
  • Lecture 3: Stochastic differential equations
  • Lecture 4: Fluctuation dissipation theorem
  • Lecture 5: Fokker Planck equation
  • Lecture 6: Lévy flights
  • Lecture 7: Master equations
  • Lecture 8: The Crook and Jarzynski equality
  • Lecture 9+10: Quantum optics and quantum Langevin equation
  • Lecture 11+12: Quantum regression theorem

Taught by

Tobias Kippenberg

Tags

Reviews

Start your review of Advanced statistical physics

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Sign up for free
Someone learning on their laptop while sitting on the floor.