Spin Glasses Courses and Certifications

International Centre for Theoretical Sciences

Statistical Physics - Pattern Formation, Spin Glasses, Chemical Reaction Networks, Machine Learning, and Turbulence

Dive into advanced statistical physics topics including pattern formation in biology, spin glasses, chemical reaction networks, machine learning applications, turbulence, and quantum systems.

• YouTube
• 2 days 43 minutes
• On-Demand
• 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
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Replica Symmetry Breaking in Spin Glasses by Chandan Dasgupta

Explore replica symmetry breaking in spin glasses, covering key concepts, models, and experimental results. Gain insights into Parisi's Nobel Prize-winning work and its significance in statistical mechanics.

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

NCCR SwissMAP

Bayesian Limits in Structured PCA and How to Reach Them - Workshop on Spin Glasses

Explore Bayesian limits in structured PCA and techniques to achieve them, presented by J. Barbier from ICTP Trieste.

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

Harvard CMSA

Algorithmic Thresholds for Spherical Spin Glasses in High-Dimensional Optimization

Delve into algorithmic thresholds and optimization challenges in spherical spin glasses, exploring non-convex optimization problems and their applications in statistics and machine learning.

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

Kavli Institute for Theoretical Physics

Quantum-Optical Spin Glasses and Associative Memories

Explore quantum interactions between atoms and light, focusing on spin glasses and associative memories in quantum optical systems through advanced experimental platforms and theoretical frameworks.

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

APS Physics

From Reinforcement Learning to Spin Glasses - The Many Surprises in Quantum State Preparation

Explore quantum state preparation, reinforcement learning, and spin glasses, uncovering surprising connections and insights in this cutting-edge physics research presentation.

• YouTube
• 29 minutes
• On-Demand
• Conference Talk

Institut des Hautes Etudes Scientifiques (IHES)

Renormalization Group Methods for Quantum Spin Glasses

Explore renormalization group methods for quantum p-spin glass dynamics using Wetterich-Morris formalism, examining symmetric and broken phases with nonperturbative approaches.

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

Complexity Science and the Nobel Prize in Physics 2021

Explore Parisi's groundbreaking work on spin glasses and its impact on understanding complex systems across physics, biology, and computer science, from atomic to planetary scales.

• YouTube
• 1 hour 29 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Statistical Physics and Statistical Inference - Lecture 2

Explore statistical physics and inference, covering Bayesian methods, error correction, spin glasses, and advanced algorithms like belief propagation. Gain insights into phase transitions and applications in machine learning.

• YouTube
• 1 hour 43 minutes
• On-Demand
• Free Video

Institute for Advanced Study

Energy from Replica Wormholes - Netta Engelhardt

Explore replica wormholes and their role in free energy calculations, with insights on nonfactorization, replica tricks, and connections to JTT gravity and spin glasses.

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

Institute for Pure & Applied Mathematics (IPAM)

Tropical Tensor Networks

Unified tensor network approach for spin glasses using tropical algebra, enabling ground state energy computation, optimal configuration identification, and solution counting. Combines graphical models and quantum circuit simulation.

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