Numerical Methods Courses

Alan Turing Institute

Iterative Stochastic Numerical Methods for Statistical Sampling

Explore stochastic algorithms for Bayesian inference, blending molecular dynamics with data analytics. Learn innovative approaches to merge physical laws and data science in engineering applications.

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

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 1

Explore modern numerical methods for solving Einstein's equations in computational relativity, essential for modeling gravitational waves from black hole and neutron star mergers.

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

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 2

Explore advanced numerical techniques for solving Einstein's equations in computational relativity, focusing on applications in gravitational-wave astronomy and astrophysical simulations.

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

International Centre for Theoretical Sciences

Modern Numerical Methods in Computational Relativity - Lecture 3

Explore advanced numerical techniques for solving Einstein's equations in computational relativity, focusing on modeling gravitational waves from merging black holes and neutron stars.

• YouTube
• 1 hour 49 minutes
• Self-Paced
• Free Video

Alan Turing Institute

Workshop on Probabilistic Numerical Methods - Panel Discussion

Panel discussion exploring probabilistic numerical methods, covering topics like reference priors, robust uncertainty quantification, and Bayesian inversion methods for improved statistical inference and error quantification.

• YouTube
• 1 hour 7 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

Society for Industrial and Applied Mathematics

Numerical Methods with Computational Intelligence for Materials Processing and 3D Printing

Explore the Variational Multiscale Discontinuous Galerkin method for modeling complex thermo-chemo-mechanical phenomena in materials processing, 3D printing, and biological tissue growth with enhanced accuracy and stability.

• YouTube
• 45 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

NYU Physics

Introduction to Conformal Bootstrap - Numerical Methods and Applications in CFT

Dive into the fundamentals of numerical bootstrap techniques, covering conformal field theory basics, computing blocks, and solving crossing equations with practical examples in 3D CFTs and the Ising model.

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

NYU Physics

Introduction to Conformal Bootstrap and Numerical Methods - Special Seminar

Dive into the numerical foundations of conformal bootstrap theory, exploring computation methods, crossing equations, and practical applications in 3D CFTs with hands-on examples and problem sets.

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

NYU Physics

Introduction to Conformal Bootstrap - Numerical Methods and Applications in CFT

Dive into the numerical bootstrap methodology, exploring conformal field theory fundamentals, computing blocks, and solving crossing equations with practical examples in 3D CFTs and the Ising model.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

NYU Physics

Introduction to Conformal Bootstrap - Numerical Methods and Applications in CFT

Dive into the fundamentals of numerical bootstrap techniques, covering conformal field theory basics, computing blocks, and solving crossing equations with practical examples in 3D CFTs and the Ising model.

• YouTube
• 1 hour 39 minutes
• Self-Paced
• Free Video

NYU Physics

Introduction to Conformal Bootstrap - Numerical Methods and Applications in CFT

Dive into the fundamentals of numerical bootstrap techniques, covering conformal field theory basics, computing blocks, and solving crossing equations with practical examples in 3D CFTs and the Ising model.

• YouTube
• 1 hour 31 minutes
• Self-Paced
• Free Video

ICTP-SAIFR

Numerical Methods - Class 1

Explore numerical methods for infectious disease modeling in this comprehensive lecture by Renato Coutinho from the ICTP-SAIFR School on Modelling Infectious Disease Dynamics.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video

Inside Livermore Lab

Identifying Differential Equations from Single Observation with Numerical Methods

Explore methods for identifying differential equations from noisy time-dependent data, including numerical time evolution, robust identification techniques, weak form approaches for ODE/PDE recovery, and Fourier domain applications.

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