Graph Theory Courses

IMSA

Szemerédi Regularity Lemma in Graph Machine Learning

Exploring the Szemerédi regularity lemma's application in graph machine learning, focusing on its theoretical foundations and practical implications for AI-driven graph analysis.

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

A Beginner's Guide to String Theory

Explore string theory's revolutionary concept uniting fundamental forces and reshaping our understanding of the universe, presented by physicist Alex Buchel in an accessible introduction.

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

Fields Institute

Equivariant Learning Through Invariant Theory

Explore equivariant learning and its connection to invariant theory with Jeroen Lamb from Imperial College London in this symposium talk on machine learning and dynamical systems.

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

Fields Institute

Algorithmic Information Theory and Machine Learning in Dynamical Systems

Explore the intersection of Algorithmic Information Theory and Machine Learning for Dynamical Systems in this symposium talk by Boumediene Hamzi from Caltech.

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

Fields Institute

Phase Transition Theory for the Score Degradation of Machine Learning Models

Explore phase transition theory's application to machine learning model score degradation, examining its impact on performance and reliability in dynamic systems.

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

Applied Algebraic Topology Network

Topological Node2vec: Improving Graph Embeddings with Persistent Homology

Exploring persistent homology to enhance graph embeddings, combining topology with machine learning for improved data analysis and representation in complex networks.

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

Hausdorff Center for Mathematics

Computation and Formalization - Case Studies in Computational Number Theory

Explore case studies in computational number theory, examining the interplay between computation and formalization in mathematical research and problem-solving.

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

Hausdorff Center for Mathematics

Formalizing Deligne's Theorem in Number Theory

Explore Deligne's theorem in number theory, focusing on its formalization and implications for mathematical research and understanding.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

Centrum Fizyki Teoretycznej PAN

Gravitational Waves: Theory and Interactions - Lecture 13

Explore gravitational waves, their linear approximation, polarizations, and interactions with matter in this graduate-level physics lecture on theoretical aspects of gravitational wave physics.

• YouTube
• 1 hour 46 minutes
• Self-Paced
• Free Video

Centrum Fizyki Teoretycznej PAN

Reduction of Noise Effects in Imperfect Graph States

Explore noise reduction techniques for graph states in quantum information, focusing on Bell pair extraction and maintaining entanglement quality across large distances in various graph geometries.

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

Centrum Fizyki Teoretycznej PAN

Lorentz Force and Apparent Paradoxes of Relativity Theory - Lecture 15

Explore Lorentz force and unravel apparent paradoxes in Relativity Theory through an advanced lecture on theoretical physics and electrodynamics.

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

Centrum Fizyki Teoretycznej PAN

Wave Equation in 4D Spacetime - Introduction to Electrodynamics and Theory of Relativity

Explore wave equations in 4D spacetime, delving into electrodynamics and relativity theory with Professor Jerzy Kijowski's advanced physics lecture.

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

Centrum Fizyki Teoretycznej PAN

Nonclassical Correlations and Quantum Theory

Explore nonclassical correlations and quantum theory with Rafael Freitas dos Santos in this colloquium from the Center for Theoretical Physics PAS.

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

Centrum Fizyki Teoretycznej PAN

Mutually Unbiased Measurements in Quantum Information Theory

Explore mutually unbiased measurements in quantum theory, their properties, and applications in quantum information processing tasks like Bell inequalities and cryptography.

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

Shavan Technology

Bubble Analysis Sparging Tank Analysis Using Population Balance Model - Ansys Fluent Theory Part 1

Explore Population Balance Model theory and approaches for bubble analysis in sparging tanks using Ansys Fluent.

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