Numerical Methods Courses

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

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

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

BIMSA

Insights from Liquid Crystal Models for Designing Numerical Methods of Gradient Flows

Explore liquid crystal models to develop innovative numerical methods for gradient-based computations in this advanced mathematical research presentation.

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

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

IIT Madras;  NPTEL

Numerical Methods for Engineers

Explore numerical methods for solving complex engineering problems using computers, covering topics from linear systems to differential equations and curve fitting.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

IIT Roorkee;  NPTEL

Numerical methods

Learn essential numerical methods for engineering problems, including linear equations, interpolation, and differential equations. Gain practical skills applicable across various technical fields.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

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

Numerical Methods

Comprehensive exploration of numerical methods covering error analysis, linear systems, interpolation, differentiation, integration, and solving algebraic equations using various techniques.

• YouTube
• 1 day 6 hours
• Self-Paced
• Free Video

International Mathematical Union

Mathematical Analysis and Numerical Methods for Inverse Scattering Problems

Explore mathematical analysis and numerical methods for inverse scattering problems, covering applications, challenges, algorithms, and recent progress in stability analysis and deep learning approaches.

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

ICTP-SAIFR

Numerical Methods - Class 2 of 4

Explore numerical methods for modeling infectious diseases, focusing on advanced techniques and practical applications in epidemiology.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Numerical Methods - Class 1 of 4

Explore numerical methods for modeling infectious diseases, focusing on fundamental techniques and their applications in epidemiology.

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

Simons Institute

Deep Learning and Numerical Methods Intersections for Improving Molecular and Fluid Dynamics

Explore intersections of deep learning and numerical methods to enhance molecular and fluid dynamics simulations, improving accuracy and efficiency in scientific computations.

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

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 5

Explore advanced numerical techniques in computational relativity, focusing on simulating black hole mergers and other high-energy astrophysical phenomena for gravitational-wave astronomy.

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

Instituto de Matemática Pura e Aplicada

Numerical Methods for PDEs - Class 22

Aprofunde-se em métodos numéricos avançados para equações diferenciais parciais, explorando técnicas e aplicações em nível de doutorado.

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