Graph Theory Courses

Institut des Hautes Etudes Scientifiques (IHES)

Regularity Theory of Kinetic Equations with Rough Coefficients - Lecture 4

Delve into the extension of De Giorgi-Nash-Moser theory to hypoelliptic PDEs in kinetic theory, focusing on Kolmogorov equations with rough coefficients and connections to control theory and hypocoercivity.

• YouTube
• 2 hours 10 minutes
• Self-Paced
• Free Video

NYU Physics

What's Wrong with Quantum Theory, and How to Fix It

Explore the fundamental inconsistencies in quantum theory with Jacob Barandes as he presents a new approach based on stochastic processes, challenging existing interpretations and offering a fresh perspective on quantum foundations.

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

Simons Institute

A Statistical Theory of Contrastive Pre-training and Multimodal Generative AI

Delve into the statistical foundations of contrastive pre-training and multimodal generative AI with Song Mei from UC Berkeley in this deep learning theory lecture.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Simons Institute

Theory of Scaling: A General Framework for Scale-aware Training

Explore a theoretical framework for efficient learning at large scale in deep neural networks, with insights on deriving scale-aware training rules that ensure stability and optimal performance.

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

Paul McWhorter

Raspberry Pi Pico W - Graph Live Data in PyQt - Lesson 113

Learn how to graph live data using PyQt by creating a constantly updating sine wave visualization, preparing for future Raspberry Pi Pico W WiFi projects.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Cambridge Materials

Neural Functional Theory for Inhomogeneous (Non-)Equilibrium Fluids

Explore how machine learning enhances density functional theory for inhomogeneous fluids, enabling precise predictions and inverse design of nonequilibrium flow through neural networks trained with simulation data.

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

IMSA

Contact Loci of Arcs - Topology and Floer Theory in Hypersurfaces

Explore the topology of contact loci in hypersurfaces, examining their relationship with Floer theory and log minimal models while delving into motivic integration concepts.

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

BunG Seminar

Soergel Functors in Geometric Representation Theory - Recent Developments

Delve into advanced geometric representation theory, exploring Soergel functors and their applications in describing complex categories through simpler module structures and Hecke categories.

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

Remote Chess Academy

Italian Game Chess Opening: Theory, Plans, and Traps - A Complete Guide

Master the Italian Game chess opening through key strategies, tactical traps, and advanced variations, from basic principles to complex attacking patterns for both White and Black pieces.

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

INI Seminar Room 2

A Critical Look at Quasilinear Theory in Anti-Diffusive Dynamics

Delve into a critical analysis of quasilinear theory in plasma physics, examining its foundations, validity, and challenges through the lens of the Vlasov-Poisson system and mode coupling effects.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

INI Seminar Room 2

Singular Learning Theory in Machine Learning - Part 2

Delve into Watanabe's singular learning theory and its applications in statistical estimation, exploring how it measures model complexity and influences deep neural network training processes.

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

INI Seminar Room 2

Singular Learning Theory - Bayesian Statistics and Real Log-Canonical Thresholds - Part 1

Delve into Bayesian statistics and singular learning theory, exploring how statistical model performance relates to real analytic function singularities and their applications in machine learning interpretability.

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

INI Seminar Room 2

On Strong Second Main Theorem Type Conjecture in Higher Dimensional Nevanlinna Theory

Delve into advanced mathematical concepts of higher dimensional Nevanlinna theory and strong second main theorem type conjecture through expert insights from ENS-Lyon's Associate Professor.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

INI Seminar Room 2

Intersection Theory of Jet Moduli Spaces - Part 2

Delve into non-reductive integral formulas through practical examples, exploring their applications in jet moduli spaces and intersection theory within algebraic and differential geometry.

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

INI Seminar Room 2

Intersection Theory of Jet Moduli Spaces - Part 1

Delve into non-reductive integral formulas through practical examples, exploring their applications in intersection theory and jet moduli spaces with Professor Berczi from Aarhus Universitet.

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