Scientific Python: a collection of science oriented python examples
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Notebooks
Python
Interpolation
Data Analysis
Ordinary Differential Equations
Support Material
Examples
Introduction to numerical analysis: modelling a badminton shuttlecock
Epidemic model SIR
Gravity
Damping harmonic oscillator
Lotka-Volterra equations
Molecular Dynamics
Zombie invasion model
Exercices
Image Processing
Optimization
Machine Learning
Scientific Python: a collection of science oriented python examples
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PMD.py
zombieDiagram.svg
zombieDiagram2.svg
Table of contents:
Introduction to numerical analysis: modelling a badminton shuttlecock
Introduction
Modelling Shuttlecock flight
Numerical simulation
Epidemic model SIR
Problem description
Model functioning
Model diagram
Problem formulation
Settings
Euler approach
Comparing of both approaches
What is
\(R_0\)
?
Gravity
Scope
Coding
Simulating a case with high symmetry
Damping harmonic oscillator
Without excitation force
With sinusoidal excitation force
Phase portrait without excitation
Phase portrait with excitation
Lotka-Volterra equations
Problem reformulation
Numerical simulation
Settings
Phase portrait
With RK4
Molecular Dynamics
PMD module
Potential
Force
Plotting
Microstructure analysis
Zombie invasion model
Introduction
Model diagram
Part 1 : Reformulation of the problem
Part 2 : Solving
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