shayneobrien / numerical-methods
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.
☆44Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for numerical-methods
- An adaptive mesh refinement algorithm for MATLAB☆31Updated 4 years ago
- Contains all the MATLAB Code written in Numerical Methods for PDE☆24Updated 3 years ago
- Material for a course on finite difference methods for differential equations.☆51Updated 10 years ago
- MATLAB codes for "Computational Uncertainty Quantification for Inverse Problems," by Johnathan M. Bardsley☆29Updated 5 years ago
- Assignments of Finite Differences Method Lesson in NWPU☆16Updated 3 years ago
- ☆23Updated 5 years ago
- Teach numerical methods for interpolation, differentiation, integration, and solving ODEs and PDEs with MATLAB.☆30Updated 3 weeks ago
- A Matlab implementation of boundary element method (BEM) and method of fundamental solutions (MFS) for simulation of Stokes flow based on…☆12Updated 7 years ago
- MATLAB codes accompanying "Numerical Linear Algebra Theory" by Larisa Beilina, Evgenii Karchevskii, and Mikhail Karchevskii☆13Updated 7 years ago
- FEM Tutorial for Beginners☆31Updated 6 years ago
- Numerical methods implementation in MATLAB.☆35Updated 6 months ago
- MATLAB tools for boundary integral equations in 3D (Laplace, time-domain wave equation, etc)☆22Updated last year
- Learning Green's functions of partial differential equations with deep learning.☆63Updated 10 months ago
- 有限元方法的 matlab 实现，为了追求清晰通用，将会大大牺牲程序的效率。☆50Updated 7 months ago
- Matlab codes accompanying Numerical Methods for Stochastic Partial Differential Equations with White Noise☆24Updated 7 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆66Updated 4 years ago
- Level set modeling of multi-phase flow in a velocity field using the finite element and finite volume methods☆26Updated 5 years ago
- This directory contains the Lecture files and Project codes in both Julia and Matlab for a course based on the Springer textbook "An Intr…☆58Updated 2 months ago
- MATLAB Toolbox for Handling 2D and 3D FEM Meshes☆42Updated 2 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆9Updated last year
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆45Updated 4 years ago
- ☆12Updated 4 years ago
- Efficient Matlab Implementation of Adaptive Mesh Refinement in 2D☆59Updated 4 years ago
- Finite ELement Implementation and Computational Interface Tool for You☆23Updated 6 years ago
- Electrostatic and Electromagnetic wave propagation simulations with FEM: EM field, TE & TM modes of a circular waveguide, scattering of a…☆41Updated 3 years ago
- To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…☆42Updated last year
- An implementation of the smoothed particle hydrodynamics based on the Philip Mocz's paper☆18Updated 2 weeks ago
- MATLAB Programming for Finite Element Methods☆50Updated last year
- Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python☆12Updated 4 years ago
- Simple matlab FEM code for 2-d poisson equation☆14Updated 7 months ago