Statistical Mechanics Courses and Certifications

Institute for Pure & Applied Mathematics (IPAM)

Mathematical Aspects of Quantum Learning Workshop 2023

Explore the intersection of quantum computing and machine learning through expert talks on quantum algorithms, data processing, and mathematical foundations.

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

Institute for Pure & Applied Mathematics (IPAM)

Quantum Algorithms for Scientific Computation Workshop 2023

Explore cutting-edge quantum algorithms for scientific computation, covering linear algebra, differential equations, and quantum simulation techniques from leading experts.

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

Institute for Pure & Applied Mathematics (IPAM)

Mathematical and Computational Challenges in Quantum Computing Tutorials - 2023

Explore quantum computing fundamentals through tutorials on linear algebra, error correction, algorithms, and NISQ processors from leading researchers.

• YouTube
• 16 hours 42 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Multiscale Approaches in Quantum Mechanics Workshop 2022

Explore multiscale quantum mechanics methods bridging field theory to continuum, featuring embedding theories, Green's functions, and quantum-classical hybrid approaches.

• YouTube
• 20 hours 7 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Graduate Summer School on Post-Quantum and Quantum Cryptography 2022

Dive into post-quantum and quantum cryptography fundamentals, covering key exchange, information-theoretic protocols, quantum computing basics, and advanced proof techniques.

• YouTube
• 21 hours 53 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Model Reduction in Quantum Mechanics Workshop 2022

Explore advanced mathematical methods and computational techniques for reducing complexity in quantum mechanical systems through expert lectures on machine learning, density functional theory, and quantum dynamics.

• YouTube
• 18 hours 29 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Quantum Numerical Linear Algebra

Explore cutting-edge quantum algorithms for linear algebra tasks including solving systems, eigenvalue decomposition, and matrix functions on near-term quantum devices.

• YouTube
• 12 hours 41 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Kinetic Theory - Junior Trimester Program

Explore advanced mathematical theories in kinetic equations, particle systems, and their applications through expert lectures on diffusion, equilibrium, and scaling limits.

• YouTube
• 2 days 18 hours 50 minutes
• Self-Paced
• Free Video

ICTP Mathematics

Dynamical Systems

Explore mathematical systems that evolve over time through 20 comprehensive lectures covering fundamental theory, applications, and advanced concepts in dynamical systems.

• YouTube
• 1 day 4 hours 18 minutes
• Self-Paced
• Free Video

ICTP Mathematics

Ergodic Theory

Dive into the mathematical foundations of dynamical systems through comprehensive ergodic theory principles and applications in this advanced diploma program.

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

Physics Explained

What Happens When You Squeeze Light? A Quantum Explanation

Explore the quantum mechanics behind light diffraction through narrow slits, revealing how this common phenomenon demonstrates Heisenberg's uncertainty principle and the wave-particle duality of photons.

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

ScienceClic

The Physics of AI

Explore the physics behind AI and neural networks, from the Ising model to quantum fields, explaining why the 2024 Nobel Prize in Physics recognized artificial intelligence breakthroughs.

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

Serrano.Academy

Quantum Computing and Quantum Machine Learning

Discover quantum computing fundamentals and quantum machine learning through Fourier transforms, superposition, and practical applications in under 2 hours.

• YouTube
• 1 hour 59 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Prospects in Theoretical Physics 2024 - Ultra-Quantum Matter

Explore cutting-edge theoretical physics concepts including moiré materials, quantum geometry, non-invertible symmetries, and tensor networks through expert lectures from leading researchers.

• YouTube
• 1 day 14 hours 6 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Spacetime and Quantum Information Workshop 2023

Explore cutting-edge research connecting spacetime geometry with quantum information theory through expert presentations on black holes, holography, and gravitational systems.

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