Python, Prompt Engineering, Data Science — Build the Skills Employers Want Now
Master Windows Internals - Kernel Programming, Debugging & Architecture
Overview
Google, IBM & Meta Certificates — All 10,000+ Courses at 40% Off
One annual plan covers every course and certificate on Coursera. 40% off for a limited time.
Get Full Access
Explore the fundamental concepts of ergodic theory and statistical mechanics as they apply to smooth dynamical systems in this one-hour conference talk. Delve into the mathematical framework that connects the long-term behavior of dynamical systems with their statistical properties, examining how smooth systems exhibit ergodic behavior and what this means for their predictability and statistical analysis. Learn about key theorems and results in ergodic theory, including mixing properties, invariant measures, and the relationship between microscopic dynamics and macroscopic statistical behavior. Discover how these theoretical foundations apply to understanding complex systems in physics, mathematics, and other scientific disciplines, with particular emphasis on the rigorous mathematical treatment of smooth dynamical systems and their ergodic properties.
Syllabus
Adam Kanigowski: Ergodic and statistical properties of smooth systems #ICBS2025
Taught by
BIMSA