Phase Transitions & Critical Phenomena Courses and Certifications

IPhT-TV

Statistical Physics of Glassy Systems - Tools and Applications

Explore statistical physics tools and applications for understanding glassy systems through comprehensive theoretical frameworks and practical methodologies.

• YouTube
• 11 hours 26 minutes
• Self-Paced
• Free Video

Erwin Schrödinger International Institute for Mathematics and Physics (ESI)

Topology, Disorder, and Hydrodynamics in Non-equilibrium Quantum Matter

Explore cutting-edge quantum many-body physics through expert lectures on topology, disorder, and hydrodynamics in non-equilibrium systems from leading researchers.

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

Raman Research Institute

Statistics of Extremes and Records in Random Sequences

Explore advanced physics topics including extreme value statistics, phase transitions, cosmological inflation, rheology, neutron stars, and quantum chaos through expert lectures.

• YouTube
• 2 days 21 hours 11 minutes
• Self-Paced
• Free Video

International Centre for Theoretical Sciences

Topics in High Dimensional Probability

Explore advanced mathematical concepts in high-dimensional probability through expert lectures on random matrices, geometric approaches, and complex stochastic models.

• YouTube
• 1 day 2 hours 52 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Statistical Mechanics Beyond 2D - Workshop III 2024

Explore advanced statistical mechanics extending beyond traditional 2D models through graph limits, random complexes, spanning trees, and higher-dimensional systems.

• YouTube
• 16 hours 11 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Statistical Mechanics and Discrete Geometry

Explore cutting-edge connections between statistical mechanics, discrete geometry, and cluster algebras through expert presentations on bipartite graphs, dimer models, and geometric structures.

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

Discover AI

Watch Out for AI Phase Transitions - First Order Logic

Discover how AI models experience logical phase transitions and learn to identify the exact breaking points where LLM reasoning collapses using first-order logic principles.

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

Harvard CMSA

Mathematics and Machine Learning Closing Workshop

Explore cutting-edge intersections of mathematics and machine learning through expert presentations on topology, fluid dynamics, AI-assisted discovery, and computational methods.

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

ICTP-SAIFR

Brain Criticality - Class 1

2 ratings

Discover how the brain operates at critical points between order and chaos, exploring phase transitions and emergent properties in neural networks through theoretical frameworks.

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

NPTEL-NOC IITM

Essential Physical Metallurgy Concepts - Ternary Phase Diagrams and Isothermal Sections

1 rating

Master ternary phase diagrams through triangular prisms, Gibbs triangles, and isothermal sections to read complex three-component alloy compositions effectively.

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

ICTP-SAIFR

Active Droplets in Cell Biology and Their Role in the Molecular Origin of Life - 2

1 rating

Explore how active droplets function in cellular processes and their potential role in understanding life's molecular origins through advanced biological physics.

• YouTube
• 1 hour 43 minutes
• Self-Paced
• Free Video

PCS Institute for Basic Science

Electrical Breakdown of Excitonic Insulators

1 rating

Explore a novel electrical breakdown mechanism for exciton insulators, examining the instability of many-body ground states and its implications for condensation energies and electric fields.

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

Complexity and Criticality of Heterogeneous and Anisotropic Spreading Models

Explore how diseases, ideas, and innovations spread through complex networks, considering local behaviors, cultural norms, and evolving transmission mechanisms in different populations and environments.

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

Modeling Psychological Systems with Ternary Spin Models

Explore how ternary spin models enhance psychological research by extending binary network models to include neutral states, offering richer dynamics for analyzing depression, intelligence, and attitude changes.

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

Minimum Work of Partitioning, Gibbs Phase Rule, and Van der Waals Model in Advanced Thermodynamics - Lecture 9

Delve into advanced thermodynamics concepts including Gibbs Phase Rule, Van der Waals model, and system partitioning work, with applications to pure substances and phase transitions in engineering systems.

• YouTube
• 1 hour 38 minutes
• Self-Paced
• Free Video