Graph Theory Courses

Instituto de Matemática Pura e Aplicada

Ramsey Theory and Random Graphs - Lecture 1

Explore Ramsey Theory and Random Graphs in this doctoral-level lecture by Rob Morris, delving into advanced mathematical concepts and their applications.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Data Science Festival

Embrace Complexity: Building Your Organization's Knowledge Graph

Discover how knowledge graphs can revolutionize organizational data management and supercharge AI programs through real-world insights and architectural strategies.

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

Data Science Festival

Introduction to Graph Databases

Explore graph databases, their comparison to relational databases, and ideal use cases. Learn about property graphs and gain resources for further study in this informative introduction.

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

ANITI Toulouse

Solving Scheduling Problems with Constraint Programming and Graph Neural Networks

Explore innovative approaches combining constraint programming and graph neural networks to tackle complex scheduling challenges.

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

Inside Livermore Lab

Ontologies, Graph Deep Learning, and AI in Materials Science

Explore ontologies, graph deep learning, and AI in materials science, focusing on advanced manufacturing and synchrotron science. Learn about innovative approaches for multimodal analysis and decision-making.

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

Inside Livermore Lab

Operational Cybersecurity of Distributed Energy Resources Using Optimization, Control Theory, and ML

Explore cybersecurity challenges in distributed energy systems and learn techniques for detecting and mitigating cyber attacks using optimization, control theory, and machine learning.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Homogenized Energy Theory for Solution of Elasticity Problems - MFEM Workshop 2023

Explore homogenized energy theory for solving elasticity problems, addressing limitations in classical continuum mechanics and offering insights into size effects and stress singularities.

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

Cambridge Materials

Pre-training Molecular Graph Representation with 3D Geometry

Explore molecular graph representation learning, leveraging 3D geometry for enhanced drug and material discovery through self-supervised learning and the GraphMVP framework.

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

Cambridge Materials

Zentropy Theory: Predicting Macroscopic Properties and Emergent Behaviors in Materials

Explore zentropy theory's integration of statistical and quantum mechanics to predict emergent behaviors in magnetic and ferroelectric materials, including critical point singularities and cross-phenomena coefficients.

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

The ASF

Thoughts and Practices of Apache HugeGraph in Open Source Graph Databases

Explore Apache HugeGraph's journey in open-source graph databases. Learn about its features, Apache Foundation integration, community operations, and strategies for efficiency and cost control in graph database systems.

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

CMU Database Group

Concurrency Control Theory - Lecture 15

Explore concurrency control theory in database systems, covering transaction management, isolation levels, and conflict resolution techniques.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Free Video

CMU Database Group

Concurrency Control Theory - Lecture 15

Explore concurrency control theory in database systems, covering transaction management, isolation levels, and conflict resolution techniques.

• YouTube
• 1 hour 24 minutes
• Self-Paced
• Free Video

Materials Cloud

Time-Dependent Density Functional Theory (TDDFT) - Classics in Molecular and Materials Modelling

Explore time-dependent density functional theory with experts Eberhard Gross and Angel Rubio in this CECAM-MARVEL Classics lecture on molecular and materials modelling.

• YouTube
• 2 hours 36 minutes
• Self-Paced
• Free Video

Materials Cloud

Ab Initio Many-Body Perturbation Theory - QE School 2023 Lecture 4.5

Explore advanced quantum mechanics with a focus on Hubbard and Koopmans functionals, delving into linear response theory and many-body perturbation techniques.

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

Materials Cloud

Koopmans Compliance: Towards a Functional Theory of the Spectral Density - Lecture 4.2

Explore Koopmans compliance and its role in developing a functional theory of spectral density, advancing understanding of Hubbard and Koopmans functionals in quantum systems.

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