Statistical Mechanics Courses and Certifications

The Royal Institution

How Occam's Razor Changed the World of Science - With Johnjoe McFadden

Explore how William of Occam's principle of simplicity revolutionized scientific thinking, from medieval metaphysics to modern physics, and its enduring impact on problem-solving across disciplines.

• YouTube
• 56 minutes
• On-Demand
• 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
• On-Demand
• Free Video

nanohubtechtalks

From Atoms to Materials - Predictive Theory and Simulations

Explore quantum mechanics, electronic structure, molecular dynamics, and statistical mechanics to understand how atomic-scale physics governs material properties and behavior.

• YouTube
• 11 hours 51 minutes
• On-Demand
• Free Video

Centre International de Rencontres Mathématiques

Mathematical Physics - Lectures and Research Seminars

Explore advanced mathematical physics through expert lectures on plasma modeling, quantum systems, statistical mechanics, and cutting-edge research from leading international mathematicians.

• YouTube
• 2 weeks 1 hour 45 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Institute for Advanced Study

Theory of Deep Learning - Where Next?

Explore cutting-edge theoretical foundations of deep learning through expert talks on optimization, generalization, representation learning, and neural network interpretability.

• YouTube
• 17 hours 49 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Data Compression I - Lecture 5: Asymptotic Equipartition Property

Explore the Asymptotic Equipartition Property in data compression, a fundamental concept for understanding information theory and efficient coding techniques.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Isoprenoids, Rubber, and Tuning Polymer Properties - Freshman Organic Chemistry II

Explore isoprenoids, rubber vulcanization, and polymer properties. Learn about biosynthesis, statistical mechanics, and free-radical polymerization in this comprehensive organic chemistry lecture.

• YouTube
• 46 minutes
• On-Demand
• Free Video

NPTEL;  IISER Pune

Chemical Principles II

1 review

In this course, a holistic approach covering three different approaches (classical, statistical, and postulate-based) of thermodynamics will be covered. The objective of this course is demystification the enigma of entropy.

• YouTube
• 1 day 6 hours
• On-Demand
• Free Video

Decoding Problem and Statistical-Mechanical Mapping - Class 6

Explore quantum error correction through decoding problems and statistical-mechanical mapping techniques with expert insights from Yale's quantum institute.

• YouTube
• 2 hours 9 minutes
• On-Demand
• Free Video

NPTEL;  IIT Guwahati

Thermodynamics - Classical to Statistical

Comprehensive exploration of thermodynamics, from classical concepts to statistical mechanics, covering fundamental principles, applications, and advanced problem-solving techniques.

• YouTube
• 1 day 7 hours
• On-Demand
• Free Video

NPTEL;  IIT Kharagpur

Introduction to Molecular Thermodynamics

Explore molecular thermodynamics, from classical principles to statistical mechanics. Learn about microstates, ensembles, ideal gases, and chemical equilibrium. Gain insights into applications in various scientific fields.

• YouTube
• 22 hours
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Journey to the Centre of a Neutron Star by Professor G Srinivasan

Explore neutron star formation, structure, and exotic states. Dive into superfluidity, superconductivity, and their implications in these extreme cosmic objects.

• YouTube
• 2 hours 10 minutes
• On-Demand
• Free Video