Skip to content

Tennis Point Simulator

Latest

Choose a tag to compare

@A-makarim A-makarim released this 16 Dec 03:47
· 4 commits to main since this release

This release contains the final version of the tennis point simulation developed for
coursework submission.

Features

  • Physics-based tennis ball motion using ODEs with gravity, drag, and topspin (Magnus effect)
  • Stochastic modelling of shot speed, shot angle, and topspin to represent player playstyles
  • Monte Carlo experiments analysing rally length, point duration, and error rates
  • Interactive 3D visualisation of court, players, and ball trajectories
  • Automated experiment scripts for speed, angle, and topspin analysis

Notes

  • This release represents the final evaluated version of the project
  • The model prioritises qualitative realism over exact match statistics
  • Designed for clarity, reproducibility, and coursework assessment