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A collection of laboratory tasks and projects written in MATLAB during academic course of mathematical modelling.

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Modelowanie Matematyczne (Mathematical Modelling)

This repository contains MATLAB solutions for laboratory assignments and major projects completed as part of the Modelowanie Matematyczne (Mathematical Modelling) course (2024Z / Winter Semester 2024) at the Faculty of Mathematics and Information Science (MiNI), Warsaw University of Technology (Politechnika Warszawska).


Repository Structure

  • lab03 – lab09: Laboratory exercises covering foundational mathematical modelling techniques in MATLAB, including numerical integration, solving differential equations, phase space analysis, and dynamic systems.
  • projekt1: Analytical and Numerical Solutions of ODE Systems
    • Symbolic solution using MATLAB's dsolve.
    • Implementation of a custom 3-stage implicit Runge-Kutta numerical solver based on the Butcher tableau.
    • Convergence rate and error analysis across varying integration step sizes ($h$).
  • projekt2: Three-Body Problem: Parameter Optimization and Trajectory Simulation
    • Physical modeling of 3-body gravitational interaction dynamics.
    • Parameter estimation (unknown body mass and initial velocities/positions) minimizing Mean Squared Error (MSE) via gradient calculations and MATLAB's fminsearch.
    • High-precision trajectory prediction using ode45.

Tools & Technologies

  • Language / Environment: MATLAB (R2024a or compatible)
  • Toolboxes Used:
    • Symbolic Math Toolbox
    • Optimization Toolbox

About

A collection of laboratory tasks and projects written in MATLAB during academic course of mathematical modelling.

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