Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
-
Updated
Aug 19, 2024 - MATLAB
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
Numerical methods implementation in MATLAB.
Classic problems in chemical engineering solved with matlab
Obtaining the best coefficients of Inverse Dynamics Controller, for a dynamical system, with Optimization Algorithms.
暑期研究:神经网络解偏微分方程(Neural networks for solving differential equations)
MFM community development code
Differential Equations Guide
A MATLAB suite of initial value problems
A collection of numerical methods in MATLAB.
n dimensional Brownian motion with an arbitrary mean and Variance Covariance matrix.
MATLAB implementation of the Perona-Malik Diffusion (anisotropic diffusion). The algorithm is designed to denoise images while keeping edges intact. Both explicit and semi-implicit implementations can be found in the repository
The optimization field suffers from the metaphor-based “pseudo-novel” or “fancy” optimizers. Most of these cliché methods mimic animals' searching trends and possess a small contribution to the optimization process itself. Most of these cliché methods suffer from the locally efficient performance, biased verification methods on easy problems, an…
Numerical Analysis, 2nd Edition (9780321783677): Timothy Sauer. Course notes and code assignments.
a gradient-based optimisation routine for highly parameterised non-linear dynamical models
Object-oriented constructor of finite difference schemes
[Computer Modeling] SIR/SIRS/SIRQ/ISIR/SEIR compartmental models for numerical epidemic modelling in MATLAB.
A collection of classical algorithms to solve ODEs and boundary value problems
Mathematical model based on the numerical analysis of ordinary differential equations for the capture of satellite positions and velocities
This project uses MATLAB and the SIRS model to understand the spread of an infectious disease.
Solutions to the Exercises from "An Introduction to MATLAB and Numerical Methods for Engineers." by Timmy Siauw and Alexandre M. Bayen
Add a description, image, and links to the differential-equations topic page so that developers can more easily learn about it.
To associate your repository with the differential-equations topic, visit your repo's landing page and select "manage topics."