Statistical Mechanics Courses and Certifications

IIT Roorkee;  NPTEL

Introduction to Polymer Physics

Explore polymer structure, dynamics, and rheology through statistical-mechanical theories and Monte Carlo, Brownian, and molecular-dynamics simulations.

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

Engineering Physical Principles of Embryonic Morphogenesis in Robotic Collectives

Exploring tissue-inspired robotic collectives capable of self-shaping, self-healing, and strength control, enabling dynamic programmable matter with spatiotemporal shape and strength manipulation.

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

Khan Academy

Reconciling Thermodynamic and State Definitions of Entropy - Physics

1 rating

Explains how thermodynamic entropy relates to the number of possible states a system can occupy.

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

Advanced Thermodynamics - Spring 2024

Master advanced thermodynamics principles, from equilibrium properties to nonequilibrium phenomena, with applications in energy systems and climate engineering technologies.

• YouTube
• 1 day 16 hours 36 minutes
• Self-Paced
• Free Video

3Blue1Brown

What is Quantum Computing? - Grover's Algorithm Explained

Dive into quantum computing fundamentals, exploring qubits, state vectors, and Grover's search algorithm with clear animations and explanations that demystify complex quantum concepts.

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

3Blue1Brown

Clarifying Grover's Algorithm - Where My Explanation Failed

Delve into the clarification of Grover's algorithm through Sudoku examples, exploring linearity concepts and addressing common misconceptions in quantum computing.

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

Physics Videos by Eugene Khutoryansky

Understanding the Pauli Exclusion Principle - Exchange Forces Between Identical Particles

Discover the fundamental physics behind exchange forces and why identical particles follow the Pauli Exclusion Principle through clear visual explanations and detailed examples.

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

Physics Videos by Eugene Khutoryansky

Molecular Temperature and Degrees of Freedom - Heat Capacity at the Molecular Level

Explore the molecular basis of heat capacity and how degrees of freedom influence temperature at the microscopic level, with clear visual explanations and detailed breakdowns.

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

Tobias Osborne

Introduction to Conformal Field Theory

Dive into the mathematical foundations and applications of conformal field theory through comprehensive lectures covering symmetries, correlation functions, and quantum field dynamics.

• YouTube
• 14 hours 20 minutes
• Self-Paced
• Free Video

Tobias Osborne

Symplectic Geometry and Classical Mechanics

Explore the mathematical foundations connecting symplectic geometry with classical mechanics through comprehensive lectures covering geometric structures and physical applications.

• YouTube
• 1 day 4 hours 53 minutes
• Self-Paced
• Free Video

Tobias Osborne

Advanced Quantum Theory - Many-Body Systems and Second Quantization

Master many-body quantum systems through second quantisation, scattering theory, and elementary relativistic quantum mechanics for theorists.

• YouTube
• 1 day 20 minutes
• Self-Paced
• Free Video

Qiskit

Understanding Quantum Information and Computation

Master quantum computing fundamentals through detailed mathematical exploration of quantum information, algorithms, error correction, and fault-tolerant computation from a computer science perspective.

• YouTube
• 15 hours 37 minutes
• Self-Paced
• Free Video

Qiskit

Qiskit Global Summer School 2023 - Understanding Quantum Information and Computation

Dive into quantum computing fundamentals through this intensive program covering quantum information, circuits, algorithms, hardware, and noise mitigation with hands-on labs.

• YouTube
• 16 hours 56 minutes
• Self-Paced
• Free Video

Qiskit

Quantum Machine Learning - 2021 Qiskit Global Summer School

Dive into quantum machine learning through hands-on labs, lectures on quantum algorithms, variational classifiers, quantum kernels, and hardware-efficient approaches for next-gen applications.

• YouTube
• 1 day 21 minutes
• Self-Paced
• Free Video

Complexity Explorer

Maximum Entropy Methods Tutorial

Discover maximum entropy methods for understanding probability distributions through practical examples including taxicab problems and real-world modeling applications.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video