shayneobrien / numerical-methodsLinks
Methods in numerical analysis. Includes: Lagrange interpolation, Chebyshev polynomials for optimal node spacing, iterative techniques to solve linear systems (Gauss-Seidel, Jacobi, SOR), SVD, PCA, and more.
☆47Updated 7 years ago
Alternatives and similar repositories for numerical-methods
Users that are interested in numerical-methods are comparing it to the libraries listed below
Sorting:
- Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.☆40Updated 10 months ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Contains all the MATLAB Code written in Numerical Methods for PDE☆26Updated 4 years ago
- ☆23Updated 6 years ago
- Naïve implementations of some Krylov subspace methods without preconditioning☆19Updated 6 years ago
- MATLAB codes for "Computational Uncertainty Quantification for Inverse Problems," by Johnathan M. Bardsley☆34Updated 6 years ago
- An adaptive mesh refinement algorithm for MATLAB☆35Updated 5 years ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 6 years ago
- FEM Tutorial for Beginners☆31Updated 7 years ago
- Numerical methods implementation in MATLAB.☆39Updated last year
- Convolutional Solvers for Partial Differential Equations☆28Updated 5 years ago
- ☆15Updated 5 years ago
- A matlab implementation of forward automatic differentiation with operator overloading and sparse jacobians☆43Updated 6 months ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Physics Constrained Neural Networks☆12Updated 2 years ago
- This repository collates a number of MATLAB examples demonstrating Scientific Machine Learning (SciML) and Physics Informed Machine Learn…☆127Updated 2 weeks ago
- Git Mirror of John Burkardt's great collection of MATLAB Software☆94Updated 6 years ago
- MATLAB Toolbox for Handling 2D and 3D FEM Meshes☆49Updated 9 months ago
- Multifidelity Kriging, Efficient Global Optimization☆18Updated 6 years ago
- Materials for my Structural and Multidisciplinary Design Optimization course☆46Updated 7 months ago
- Interactive courseware that introduces foundational-level concepts as taught in introductory courses in fluid mechanics.☆22Updated 8 months ago
- Shallow Learning for Flow Reconstruction with Limited Sensors and Limited Data☆39Updated 6 years ago
- Chebfun examples collection☆69Updated 2 years ago
- The gypsilab project is an open-source MATLAB toolbox for fast numerical computation with finite element, boundary element and ray-tracin…☆66Updated 4 years ago
- To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…☆49Updated 2 years ago
- Material for a course on finite difference methods for differential equations.☆53Updated 11 years ago
- A matlab toolkit for meshfree approximation schemes☆12Updated 5 years ago
- Learning Green's functions of partial differential equations with deep learning.☆71Updated last year
- Time-Reversal Algorithm with Finite-Difference Time-Domain Method☆40Updated 3 years ago
- Assignments of Finite Differences Method Lesson in NWPU☆17Updated 4 years ago