Numerical Methods Courses and Certifications

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

Transferencia de momentum, calor y masa computacional

Desarrolla competencias en computación científica y métodos numéricos para resolver problemas de transferencia utilizando Python, aplicable a diversos sistemas ingenieriles para optimizar seguridad, efectividad y eficiencia.

• Coursera
• 1 day 49 minutes
• Self-Paced
• Paid Course

LMU Munich

Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python

391 ratings at Coursera

Practical introduction to numerical methods for solving partial differential equations using Python, covering finite-difference, pseudospectral, and element methods with hands-on coding and visualization in Jupyter notebooks.

• Coursera
• 1 day 11 hours 1 minute
• Self-Paced
• Paid Course

NPTEL-NOC IITM

Overview of Numerical Methods: Finite Difference Method

Explore finite difference methods in CFD, covering discretization, mesh types, and equation solving techniques for numerical solutions.

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

NPTEL-NOC IITM

Overview of Numerical Methods: Finite Volume Method

Explore the finite volume method, a crucial numerical technique for solving partial differential equations in engineering and scientific applications.

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

Credential

Mathematics for Engineers

7775 ratings at Coursera

Comprehensive engineering mathematics program covering matrix algebra, differential equations, vector calculus, and numerical methods, with MATLAB integration for practical problem-solving skills.

• Coursera
• 12 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 5 courses

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

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

Institute for Pure & Applied Mathematics (IPAM)

Lindblad Equations: Variational Analysis and Numerical Methods - IPAM at UCLA

Explore variational analysis and numerical methods for Lindblad equations in quantum algorithms, presented by Duke University's Jianfeng Lu at IPAM's workshop on scientific computation.

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

BSS Physics School

Numerical Methods and Quantum Many-Body Dynamics II - July 5

Explore advanced numerical techniques for quantum many-body dynamics with Frank Pollmann. Delve into cutting-edge methods for simulating complex quantum systems.

• YouTube
• 1 hour 40 minutes
• Self-Paced
• Free Video

Centre International de Rencontres Mathématiques

Numerical Methods for SDEs with Singular Coefficients - Lecture 3

Explore numerical methods for SDEs with singular coefficients in this advanced mathematics lecture by Benjamin Jourdain, focusing on cutting-edge techniques and applications.

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

Centre International de Rencontres Mathématiques

Numerical Methods for SDEs with Singular Coefficients - Lecture 1

Explore numerical methods for stochastic differential equations with singular coefficients in this advanced mathematics lecture by Benjamin Jourdain.

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

Centre International de Rencontres Mathématiques

Numerical Methods for SDEs with Singular Coefficients - Lecture 2

Explore numerical methods for SDEs with singular coefficients in this advanced mathematics lecture by Benjamin Jourdain, focusing on cutting-edge techniques and applications.

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

Inside Livermore Lab

Bridging Numerical Methods and Deep Learning with Physics-Constrained Differentiable Solvers

Explore machine learning strategies for neural PDE solvers, focusing on self-supervised learning and simulation-in-the-loop approaches to enhance spatiotemporal modeling across various systems.

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

Gautam Varde

Least Square Method and Curve Fitting - Straight Line Problems in Numerical Methods

Master curve fitting and least square method techniques for straight line problems through practical numerical examples and statistical applications.

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