Statistical Mechanics Courses and Certifications

Centre de recherches mathématiques - CRM

Exact Results in Non-Equilibrium Statistical Mechanics - Part II

Explore advanced concepts in non-equilibrium statistical mechanics, including Work Identities, Fluctuation Theorem, and Macroscopic Fluctuation Theory. Learn how integrability techniques yield exact solutions.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Centre de recherches mathématiques - CRM

Exact Results in Non-Equilibrium Statistical Mechanics - Part I

Explore recent advancements in non-equilibrium statistical mechanics, including Work Identities, Fluctuation Theorem, and Macroscopic Fluctuation Theory. Learn how integrability techniques yield exact solutions.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Geometry, Statistical Mechanics, and Integrability - IPAM at UCLA Spring 2024 Program

Explore connections between geometry, statistical mechanics, and integrability in this interdisciplinary program. Uncover links between probability theory, combinatorics, and various geometric structures.

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Galileo Galilei Institute

Integrable Quantum Circuits from Statistical Mechanics

Explore quantum integrability and its applications in out-of-equilibrium physics, focusing on constructing integrable quantum circuits using statistical mechanics methods.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

USC Probability and Statistics Seminar

Critical Behaviour in Hierarchical Percolation - Statistical Mechanics Models

Explore critical behavior in hierarchical percolation, examining phase transitions, fractal-like patterns, and critical exponents across dimensions.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

ATOMS UFRJ

Statistical Mechanics of Self-Assembly in Liquid Crystals and Biopolymers

Explore statistical mechanics of self-assembly in liquid crystals and biopolymers with Prof. Achille Giacometti, delving into complex molecular interactions and structures.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Abrikosov Center for Theoretical Physics (ACTP)

Tinnitus - Statistical Mechanics of the Inner Ear Receptors

Delve into the statistical mechanics behind tinnitus and inner ear receptor function through advanced theoretical physics concepts and mathematical modeling approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

École normale supérieure

Statistical Mechanics: Algorithms and Computations

270 ratings at Coursera

Explore modern physics through computer programs, gaining deep insights into classical and quantum mechanics via algorithmic approaches and hands-on coding exercises.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

Statistical Physics & Thermodynamics from Beginner to Expert

201 ratings at Udemy

Understand the theoretical physics of statistical mechanics (classical and quantum level) and apply it to thermodynamics

• Udemy
• 11 hours 46 minutes
• Self-Paced
• Paid Course

Fundamentals of Statistical Thermodynamics

Explore statistical thermodynamics, linking bulk properties to molecular behavior. Learn partition functions, ensembles, and applications in spectroscopy and chemical systems.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Statistical Mechanics II: Statistical Physics of Fields

Basic principles are examined in this class, such as the laws of thermodynamics and the concepts of temperature, work, heat, and entropy.

• MIT OpenCourseWare
• 35 hours
• Self-Paced
• Free Video

Chemical Thermodynamics I: Thermodynamics and Statistical Mechanics

Discover fundamental thermodynamic principles and their molecular origins through energy laws, spontaneity, statistical mechanics, and chemical potential applications.

• MITx Online
• Self-Paced
• Free Online Course

Up and Atom

Phase Transitions and the Ising Model: Understanding Critical Points at 770°C

Explore the fascinating physics of phase transitions at 770°C through the Ising Model, discovering critical points, scale invariance, and universal patterns in nature's transformative processes.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

3Blue1Brown

The Math of Phase Change - Deriving the Boltzmann Formula and Defining Temperature

Explore the mathematical foundations of phase transitions through Boltzmann formulas, temperature definitions, and liquid-vapor simulations with interactive modeling.

• YouTube
• 41 minutes
• Self-Paced
• Free Video

Complexity Explorer

Introduction to Renormalization

Discover mathematical techniques for simplifying complex systems by systematically removing irrelevant details while preserving essential physics across scales.

• YouTube
• 4 hours 36 minutes
• Self-Paced
• Free Video