Ising Model Courses and Certifications

Institute for Advanced Study

Mathematical Physics Seminar - Log-Sobolev Inequality, Maass Spectra, Grassmann Integrals, and Advanced Topics

Explore advanced mathematical physics topics including Ising models, Maass spectra, Grassmann integrals, flat surfaces, Gibbs measures, and conformal field theory.

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

ICTP Mathematics

Phase Transitions - From Physics to Computer Science

Explore phase transitions across physics and computer science, from water states to combinatorial optimization and information theory, revealing their universal nature in complex systems.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Free Video

International Centre for Theoretical Sciences

Why Do Simple Models Work? Partial Answers from Information Geometry - Lecture 1

Explores information geometry to understand why simple models effectively describe complex systems, focusing on statistical mechanics, renormalization, and model reduction in physics and biology.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Institut des Hautes Etudes Scientifiques (IHES)

Mathematical Foundation of Various MCMC Methods

Explore advanced MCMC methods for combinatorial optimization, including multi-spin flip techniques. Compare mathematical and numerical results to evaluate efficiency in different contexts.

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

Kavli Institute for Theoretical Physics

Probing Sign Structure Using Measurement-Induced Entanglement - Timothy Hsieh

Exploring measurement-induced entanglement to probe sign structure in quantum systems, with applications to hybrid circuits, spin systems, and critical models. Novel insights into quantum information and condensed matter physics.

• YouTube
• 38 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

International Centre for Theoretical Sciences

Random Matrix Theory and its Applications - Lecture 4

Explore advanced concepts in Random Matrix Theory, including rotational invariance, correlation functions, spacing distributions, and applications to complex systems stability.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Centre de recherches mathématiques - CRM

Duality, Onsager Algebra and Ising-Type Structures in Root-of-Unity Six-Vertex Models

Explore duality, Onsager algebra, and Ising-type structures in root-of-unity six-vertex models. Uncover connections between quantum group representations and symmetries in integrable systems.

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

Institute for Pure & Applied Mathematics (IPAM)

Topological Dualities from Matchgate Tensor Networks

Explore topological dualities connecting toric code, superconductors, and Ising model using matchgate tensor networks. Unifies approaches to non-local duality between fermionic and bosonic systems.

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

Uncertainty in Artificial Intelligence

Local Message Passing on Frustrated Systems - UAI Oral Session 6

Explore an alternative message passing algorithm for cyclic graphs, challenging SPA's extrinsic principle and optimizing factor node updates for improved performance on complex networks.

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

nanohubtechtalks

Teaching and Learning with the MIT Atomic Scale Modeling Toolkit - Classical and Quantum Atomic Modeling

Explore classical and quantum atomic modeling using MIT's toolkit. Perform molecular dynamics, Monte Carlo simulations, and quantum chemistry computations. Learn practical applications for various physics and chemistry courses.

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