Graph Theory Courses

Fields Institute

Combinatorial Quantum Field Theory on Graphs

Explore quantum field theory's application to graphs, focusing on combinatorial approaches and their implications for geometric structures in mathematics and physics.

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

Hausdorff Center for Mathematics

Morita Theory - Interplay Between DG and Weakly Approximable Triangulated Categories

Explores Morita theory for schemes, generalizing Rickard's result beyond affine settings using dg enhancements and weakly approximable triangulated categories, with applications to singularity categories.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Exploring Variational Functions - Calculus of Variations and Geometric Measure Theory

Dive into variational problems and bounded Hessian functions with Luigi Ambrosio. Explore the intersection of Calculus of Variations and Geometric Measure Theory, inspired by machine learning insights.

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

International Centre for Theoretical Sciences

Introduction to Bruhat-Tits Theory - Lecture 3

Explore Bruhat-Tits theory in algebraic groups with Brian Conrad, focusing on applications to arithmetic, geometry, and number theory in this advanced mathematics lecture.

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

International Centre for Theoretical Sciences

Introduction to Bruhat-Tits Theory - Lecture 2

Explore Bruhat-Tits theory in this advanced mathematics lecture, focusing on Zariski dense subgroups and their applications in algebraic geometry and number theory.

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

5 Minutes Engineering

Complete Theory of Computation - 6 Hour Course in Hindi

Comprehensive Hindi exploration of Theory of Computation, covering finite automata, regular expressions, grammars, push-down automata, Turing machines, and decidability concepts.

• YouTube
• 6 hours
• Self-Paced
• Free Video

DefCamp

Graph-Oriented Approach for SSTI Payload Optimization - Jinja2 Case Study

Explore a graph-oriented approach for optimizing Server-Side Template Injection payloads, focusing on Jinja2 vulnerabilities and enhancing web application security.

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

NDC Conferences

Leveraging Graph AI and GPUs to Win the US Cyber Command AI Challenge

Explore graph AI and GPU techniques for cybersecurity, reducing alert volumes by 97% and enhancing situational awareness in fusion centers covering ISPs and universities.

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

Society for Industrial and Applied Mathematics

Introduction to Graph Neural Networks

Comprehensive introduction to Graph Neural Networks, covering basics, applications in physics, object detection, and recommendation systems. Suitable for beginners, with discussions on frameworks and further reading.

• YouTube
• 1 hour 56 minutes
• Self-Paced
• Free Video

Society for Industrial and Applied Mathematics

Geometric Deep Learning - Graph Neural Networks and Differential Equations

Explore Graph Neural Networks, symmetry principles, and connections to differential equations, geometry, and topology in this comprehensive introduction to Geometric Deep Learning.

• YouTube
• 1 hour 52 minutes
• Self-Paced
• Free Video

TheIACR

Whitebox Cryptography Theory - CHES 2024

Explore theoretical aspects of whitebox cryptography in this CHES 2024 session, chaired by Bart Preneel, delving into advanced security concepts and research findings.

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

QChemSoftware

Density Functional Theory Overview - 2023 Virtual Winter School in Computational Chemistry

Explore density functional theory methods with Prof. Martin Head-Gordon, covering key concepts, functional design, and performance analysis in computational chemistry.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Institute for Mathematical Sciences

Semisimple Groups and the Theory of Total Positivity

Explore semisimple groups and total positivity theory with MIT's George Lusztig, delving into advanced mathematical concepts and their applications in group theory.

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

Institute for Mathematical Sciences

Optimization in Theory and Practice

Explore optimization techniques and their real-world applications with insights from Stephen Wright of University of Wisconsin-Madison, blending theoretical foundations and practical implementations.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Galileo Galilei Institute

Surfaceology for Colored Yukawa Theory

Explore Surfaceology in Colored Yukawa Theory, delving into advanced concepts and applications in theoretical physics.

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