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Introduction to the Dynamics of Disordered Systems - Equilibrium and Gradient Descent - Part 3

Offered By: Galileo Galilei Institute via YouTube

Tags

Statistical Mechanics Courses Gradient Descent Courses Stochastic Processes Courses Mean-Field Theory Courses Fokker Planck Equation Courses Langevin Dynamics Courses Spin Glasses Courses Disordered Systems Courses

Course Description

Overview

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Explore the intricacies of disordered systems dynamics in this comprehensive lecture focusing on equilibrium and gradient descent. Delve into advanced concepts presented by F. Zamponi, gaining valuable insights into the behavior of complex systems. Examine the interplay between equilibrium states and gradient descent algorithms, understanding their applications in various scientific fields. Enhance your knowledge of statistical mechanics, optimization techniques, and computational methods used to study disordered systems. Engage with cutting-edge research and theoretical frameworks that shed light on the fundamental principles governing these intricate systems.

Syllabus

F. Zamponi:"Introduction to the dynamics of disordered systems: equilibrium and gradient descent"III


Taught by

Galileo Galilei Institute

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