Practice with various numerical schemes (Group homeworks, Numerical Algorithms 2023-24 @uva)
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Updated
May 31, 2024 - Jupyter Notebook
Practice with various numerical schemes (Group homeworks, Numerical Algorithms 2023-24 @uva)
Code to simulate a stochastic system using the Gillespie algorithm with comparisons to the mean field model and steady state analysis.
Differential equation solving in Python and C/C++
Variety of codes for numerical and visual analysis for dynamic systems
Python Classical RK4 ODE Solver for System of Two Ordinary Differential Equations - possibility for extension to other ODE systems
Playpen to compute the period doubling route to chaos in Duffing's equation. Uses SUNDIALS and VTK.
Lecture SS 2022 - Introduction to various topics in Systems Biology
A collection of notes on introductory numerical analysis, involving multiple methods.
Homogeneous linear system of ODEs in two dimensions.
📈 GA Tech Fall 2021 Math 6307 (ODEs) course project - numerical exploration of solutions to (systems of) ODEs in Python3 + SageMath 📊
A python module aimed at expediting the analysis of biological systems with ODE models
Learning the dynamics of a dynamical system from data.
Modelling the phenomenon of "Ecological Suicide", for a final year Master's project in Engineering Mathematics.
This report paper extensively draws upon the groundbreaking work of Robert Ghrist and Robert Holmes titled "An ODE whose solutions encompass a comprehensive range of knots and links."
Probabilistic ODE model structure inference using MCMC
Training stiff NODE in data-driven wastewater process modelling
Repo with assignments regarding this subject.
Solving initial value problems in pharmacometric modeling using TensorFlow
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