Statistical Mechanics Courses and Certifications

IIT Guwahati;  NPTEL

Statistical Physics of Non-Interacting and Interacting Systems

Develops statistical-mechanical descriptions from ensembles and quantum statistics through Bose–Einstein condensation, fermionic systems, and interacting models such as Ising and Heisenberg.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Fundamentals of Statistical Thermodynamics

Connects molecular partition functions and statistical mechanics to thermodynamic properties, equations of state, molecular motion, and spectroscopic measurements.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Chemical Thermodynamics I: Thermodynamics and Statistical Mechanics

Learn how thermodynamic laws arise from molecular properties: energy and the first law, spontaneity and the second and third laws, statistical mechanics, and chemical potential.

• 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

NPTEL;  IIT Roorkee

Advanced Thermodynamics and Molecular Simulations

A physics-based treatment of thermodynamics develops statistical-mechanical foundations for Monte Carlo and molecular dynamics simulations.

• YouTube
• 1 day 10 hours
• Self-Paced
• Free Video

NPTEL;  IIT Kharagpur

Introduction to Molecular Thermodynamics

Derives thermodynamic properties of solids, liquids, and gases from molecular models using statistical mechanics.

• YouTube
• 22 hours
• Self-Paced
• Free Video

NPTEL;  IIT Madras

Physics - Nonequilibrium Statistical Mechanics

Explores nonequilibrium statistical mechanics through Langevin dynamics, linear response, Fokker–Planck equations, Boltzmann kinetics, diffusion, and critical phenomena.

• YouTube
• 1 day 9 hours
• Self-Paced
• Free Video

ICTP Condensed Matter and Statistical Physics

Dynamics Close to Equilibrium and Chaos - Lecture 1

Explore fundamental concepts of dynamics near equilibrium and chaos, delving into theoretical frameworks and applications in condensed matter physics.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Ensemble Average, Time Average, and Ergodic Hypothesis

Explore ensemble and time averages in statistical mechanics, and understand the Ergodic hypothesis and its implications.

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

Materials Cloud

Classics in Molecular and Materials Modelling: Spin Glasses and Constraint Satisfaction Problems

Explore spin glasses and constraint satisfaction problems with renowned physicists Parisi and Mézard, featuring simulations, algorithms, and personal insights.

• YouTube
• 2 hours 21 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Grand Canonical Ensemble - Lecture 24

Explore the grand canonical ensemble framework for systems with variable particle number and energy, connecting statistical mechanics to thermodynamic potentials.

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

NPTEL-NOC IITM

Essential Concepts of Thermodynamics 6 - Statistical Thermodynamics and Meaning of Entropy

Explore statistical thermodynamics, entropy maximization, Joule expansion, and the statistical interpretation of entropy in this comprehensive overview.

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

Pretty Much Physics

Thermodynamics and Statistical Mechanics

Explore thermodynamics and statistical mechanics through state functions, processes, magnetization, and planetary temperature calculations.

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