Phase Transitions & Critical Phenomena Courses and Certifications

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 2

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and potential loss of supersymmetry in specific dimensions.

• YouTube
• 2 hours 3 minutes
• Self-Paced
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Random Field Ising Model and Parisi-Sourlas Supersymmetry - Lecture 1

Explore the Random Field Ising Model, Parisi-Sourlas supersymmetry, and dimensional reduction. Delve into recent theories explaining numerical evidence and potential loss of supersymmetry in specific dimensions.

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

Generative Memory Lab

Spontaneous Symmetry Breaking in Generative Diffusion Models

Explore symmetry breaking in generative diffusion models, uncovering insights into their behavior and potential applications in AI and machine learning.

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

Qiskit

Simulating Nature on a Quantum Computer - Quantum Computing in Practice - Lesson 06

Explore quantum simulation of nature through IBM's 2023 Ising model experiment, learning high-level concepts and practical Qiskit implementation techniques.

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

Galileo Galilei Institute (GGI)

Conformal Field Theory and Defects

Dive into conformal field theory fundamentals and defect structures through comprehensive mathematical frameworks and advanced theoretical physics concepts.

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

NCCR SwissMAP

Random Growth Loewner Evolution - Master Class in Mathematical Physics 2019-2020

Dive into Random Growth Loewner Evolution through advanced mathematical physics concepts and stochastic processes in this intensive master class session.

• YouTube
• 1 day 26 minutes
• Self-Paced
• Free Video

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

International Centre for Theoretical Sciences

Spin Glasses and Related Systems - Lecture 1

Comprehensive introduction to spin glasses, covering experimental results, frustration, models, and analysis methods. Explores complex magnetic systems and their unique properties.

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