Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
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Updated
Jun 30, 2024 - MATLAB
Scientific machine learning (SciML) benchmarks, AI for science, and (differential) equation solvers. Covers Julia, Python (PyTorch, Jax), MATLAB, R
When math and art came face to face. This is where I'll post attractors I've plotted using explicit Runge-Kutta methods
Extending my cool thing to Embedded Runge—Kutta methods
I came up with really cool thing, imho..
Solution approximation using Euler's Method and Slope Field representations
RCGAToolbox is a MATLAB toolbox for parameter estimation of kinetic models.
Shilling is implementation of 28 Runge Kutta Based fixed-step ODE solvers in MATLAB.
Implementations of Mathematical concepts through code
Mathematical modelling of microglial cells for the neuroscience community
Engineering Analysis
Proof-of-concept implementation of a method by Song and Khan (2022) for computing convex relaxations for parametric ordinary differential equations.
A full reconstruction of the paper: A new model for control systems with friction (Canudas de Wit et al., 1995, IEEE Transactions on Automatic Control)
This project is prepared as part of Computer Application in Engineering course and it contains algoritms for solution of ODEs. 1)Modified-Euler Method, 2)4th Order Runge-Kutta Method, 3)Third-Order Adams-Bashforth Method
Scripts for solving Ordinary Differential Equations using numerical methods in Matlab.
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This is an extension to the final project for Tec de Monterrey's F1013B course: Computational Modeling of Electrical Systems. The project consists on simulating an Inkjet printer, which charges ink droplets electrically so that they get deflected by 2 electric plates and land on a desired location on a piece of paper.
Matlab package useful for solver high frequency oscillatory ordinary differential equations (ODE) systems.
A MATLAB implementation of Constructed Wetland Model 1
A collection of scripts for math visualization
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