Graph Theory Courses

Picking a Winner: How to Pick the Right Dependency Resolution Graph

Explore the complexities of dependency resolution in open-source packages, its impact on maintainers and users, and how it affects software artifact standards like SBOM and SLSA.

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

USENIX

Seraph: Scalable and Efficient Fully-External Graph Computation via On-Demand Processing

Explores Seraph, a novel fully-external graph computation system that balances scalability and efficiency through on-demand processing, hybrid data formats, and selective pre-computation.

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

Alan Turing Institute

Constructing Physics-Consistent Neural Networks Using Probability Theory

Explore the link between probability, physics, and neural networks, focusing on constructing physics-consistent models using Gaussian processes and the central limit theorem.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Simons Institute

Back to the Future: The Evolution of Coding Theory Through Reed Muller Codes

Explore the evolution of coding theory through Reed Muller codes, from sphere packing to iterative algorithms and quantum computing applications.

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

Simons Institute

QEC in Neutral Atom Quantum Computers - Advances in Quantum Coding Theory

Overview of neutral atom quantum computers, their operations, and suitability for error-corrected computations, highlighting key characteristics and opportunities for enhancement.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Simons Institute

Error Correction with Hybrid-Fusions in Quantum Coding Theory

Explore hybrid-fusion architecture for quantum error correction using XZZX surface code, focusing on biased-erasure noise in metastable Yb qubits and its high thresholds and low overheads.

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

Simons Institute

Layer Codes - Advances in Quantum Coding Theory

Explore advanced quantum coding theory with a focus on layer codes, examining their structure and applications in quantum information processing.

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

For the Love of Physics

Expectation Values and Operators in Quantum Mechanics - Basics of Probability Theory

Explore quantum mechanics operators, expectation values for position, momentum, and energy. Learn probability theory basics and their application in particle behavior analysis.

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

For the Love of Physics

Planck Theory of Blackbody Radiation - Resolving the Ultraviolet Catastrophe

Explore Max Planck's revolutionary theory explaining blackbody radiation, deriving the Planck Energy Distribution and resolving the ultraviolet catastrophe through energy quantization.

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

CoA Physics

Physics 4B - Thermodynamics Assessment: Kinetic Theory of Gas - Part 1

Explore kinetic theory of gases in this thermodynamics assessment demo, covering key concepts and problem-solving techniques for advanced physics students.

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

Arvin Ash

The Battle for Reality - String Theory vs Quantum Field Theory

Explore the battle between String Theory and Quantum Field Theory, examining their approaches to explaining fundamental particles, forces, and the challenge of quantizing gravity.

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

Arvin Ash

Everything is a Spring - Understanding Quantum Field Theory

Explore how quantum field theory models the universe as infinite oscillating springs, explaining particle behavior, interactions, and the fundamental nature of matter and energy.

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

Arvin Ash

Quantum Fields: The Most Beautiful Theory in Physics

Explore quantum field theory, its historical context, advantages over quantum mechanics, and role in explaining particle interactions and forces in modern physics.

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

Gautam Varde

Gamma Distribution Problems and Numericals - Probability Theory

Solve complex gamma distribution problems and enhance your understanding of probability theory through practical numericals and advanced mathematical concepts.

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

Institute for Advanced Study

Introduction to Chern Simons Theory and Topology

Explore Chern Simons Theory and its connections to topology with renowned physicist Edward Witten in this advanced workshop on quantum information and physics.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video