Numerical Methods Courses

ICTP-SAIFR

Numerical Methods - Class 2

Delve into numerical methods for infectious disease modeling with Renato Coutinho's comprehensive lecture from the ICTP-SAIFR School on Modelling Infectious Disease Dynamics.

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

ICTP-SAIFR

Numerical Methods - Class 5

Delve into numerical methods for infectious disease modeling with Renato Coutinho's fifth class, covering essential computational techniques for epidemiological research.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Galileo Galilei Institute (GGI)

Introduction to Numerical Methods - Parts I and II

Explore fundamental numerical methods and their practical applications in computational problem-solving through comprehensive lectures covering essential mathematical concepts and techniques.

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

The Julia Programming Language

Liquid Crystal Modeling - Thermodynamics and Numerical Methods

Explore thermodynamically consistent liquid crystal modeling using Julia's hybrid lattice Boltzmann methods to predict complex patterns and behaviors in 2D/3D systems.

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

Numerical Methods for PDEs and Their Applications: Wolfram U Colloquium

Explore advanced numerical methods for solving partial differential equations with research experts and learn Wolfram Language's finite element approach.

• Wolfram U
• 3 hours
• Self-Paced
• Free Online Course

Dot Physics

Intro to Electrodynamics - Calculating the Electric Field with Numerical Methods

Master numerical methods to calculate electric fields using Python, solving Griffiths Example 2.2 with computational integration techniques for electrodynamics problems.

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

Centre International de Rencontres Mathématiques

Numerical Methods for SDEs with Additive Noise and Distributional Drift

Explore numerical methods for stochastic differential equations with distributional drift, covering Euler-type schemes, error analysis, and applications to various noise types.

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

Society for Industrial and Applied Mathematics

Gene Golub SIAM Summer School - Advanced Numerical Methods and Matrix Computations

Explore advanced numerical methods through expert lectures on sparse solvers, matrix equations, eigenvalue problems, and matrix functions from SIAM's prestigious summer school.

• YouTube
• 1 day 9 hours 57 minutes
• Self-Paced
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Large-Scale Certified Numerical Methods in Quantum Mechanics - 2022

Explore advanced numerical methods for large-scale quantum system simulations, covering error analysis, certification techniques, and computational optimization strategies.

• YouTube
• 15 hours 8 minutes
• Self-Paced
• Free Video

Instituto de Matemática Pura e Aplicada

Numerical Methods for Partial Differential Equations (2022)

Master advanced computational techniques for solving partial differential equations through rigorous mathematical analysis and practical implementation methods.

• YouTube
• 1 day 4 hours 26 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Numerical Methods, Uncertainty Quantification, and Optimal Transport Theory - CEMRACS 2022

Master advanced mathematical methods including kinetic equations, Schrödinger bridges, evolutionary adaptation models, and optimal transport theory through expert lectures.

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

Hausdorff Center for Mathematics

Parametric PDEs - Numerical Methods for Forward UQ and Surrogate Modelling - Part IV

Explore advanced adaptive multilevel approaches and a posteriori error estimation for parametric PDEs with uncertain inputs in this specialized mathematical lecture.

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

Hausdorff Center for Mathematics

Parametric PDEs - Numerical Methods for Forward UQ and Surrogate Modelling - Part II

Explore advanced numerical methods for uncertainty quantification in parametric PDEs, including stochastic collocation, reduced basis methods, and adaptive multilevel approaches.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Parametric PDEs - Numerical Methods for Forward UQ and Surrogate Modelling - Part I

Explore numerical methods for uncertainty quantification in parametric PDEs, covering surrogate modeling, stochastic collocation, and adaptive multilevel approaches for efficient forward UQ.

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

Hausdorff Center for Mathematics

Parametric PDEs - Numerical Methods for Forward UQ and Surrogate Modelling - Part III

Explore advanced adaptive multilevel approaches and a posteriori error estimation for parametric PDEs with uncertain inputs in forward uncertainty quantification.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video