Graph Theory Courses

APS Physics

Frontiers in Chemical Physics - Charge Impact on Surface Hydrophobicity and Plasmons Theory - September 2025

Explore cutting-edge research on charge effects on surface hydrophobicity and plasmon-molecule interactions in this virtual physics seminar featuring leading researchers.

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

NPTEL-NOC IITM

Boundary Layer Theory - Introduction

Discover the limitations of potential flow theory and explore Prandtl's boundary layer equations to understand viscous effects near solid boundaries in fluid flow analysis.

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

NPTEL-NOC IITM

Boundary Layer Theory - II: Prandtl's Boundary Layer Theory

Delve into Prandtl's boundary layer equations by examining term magnitudes in Navier-Stokes equations, performing non-dimensionalization, and establishing boundary conditions for viscous flow.

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

NPTEL-NOC IITM

Boundary Layer Theory III - Prandtl's Boundary Layer Theory

Explore Prandtl's boundary layer theory, covering matched asymptotic approaches, boundary layer edge criteria, thickness evolution, and integral measures like displacement and momentum thickness.

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

NPTEL-NOC IITM

Boundary Layer Theory - Blasius Similarity Solutions - IV

Discover Blasius similarity solutions for zero-pressure-gradient boundary layers, derive the governing equation through dimensional analysis, and explore velocity profile evolution over flat plates.

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

NPTEL-NOC IITM

Boundary Layer Theory - External Flows Without Surfaces - IX

Explore boundary layer theory in external flows without solid boundaries, analyzing planar jet entrainment and deriving self-similar velocity profiles resembling Blasius solutions.

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

NPTEL-NOC IITM

Boundary Layer Theory - Von Kármán Momentum Integral Equation and Drag Calculation - VII

Derive the von Kármán momentum integral equation from Prandtl's boundary layer equations and apply it to estimate drag coefficients for flat plate flows.

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

NPTEL-NOC IITM

Boundary Layer Theory - Blasius Similarity Solutions and Drag Calculation - V

Master Blasius similarity solutions for boundary layer analysis, numerical procedures, asymptotic techniques, and drag force calculations on flat plates.

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

NPTEL-NOC IITM

Boundary Layer Theory - Boundary Layer Separation - VIII

Explore how free-stream velocity variations affect boundary layer development, examining thickness changes, cross-stream velocity behavior, and separation point characteristics.

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

NPTEL-NOC IITM

Boundary Layer Theory - Drag Calculation and Falkner-Skan Equation - VI

Master drag calculations, boundary layer limitations, and the Falkner-Skan equation for accelerating/decelerating flows with experimental validation and similarity solutions.

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

44CON Information Security Conference

Bring Your Own Binaries - Train Your Own Graph Neural Network for Binary Function Search

Discover how to train Graph Neural Networks for binary function search using your own binaries in this cybersecurity-focused machine learning approach.

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

INI Seminar Room 2

A Mathematical Theory of the Gapped/Gapless Boundaries of 2+1D Topological Orders

Explore mathematical frameworks for understanding gapped and gapless boundaries in 2+1D topological quantum systems through advanced theoretical physics.

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

Cooperative AI Foundation

Cooperative Game Theory - Reasoning About the Group

Explore cooperative game theory fundamentals and group decision-making strategies with insights from algorithmic game theory and computational social choice.

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

USC Information Sciences Institute

An Effective Theory of Bias Amplification

Explore how machine learning models capture and amplify biases through analytical theory in ridge regression, uncovering insights into bias amplification and minority-group bias.

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

Paul G. Allen School

A Learning Theory for Autoregressive Chain-of-Thought

Explore theoretical foundations of autoregressive chain-of-thought learning with insights from Toyota Technological Institute expert Nati Srebro.

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