Giter VIP home page Giter VIP logo

jules_toile_a2022's Introduction

This repository aims to fit a trampoline model to experimental data obtained using motion capture and force plates. The code is linked with an article (see [in the writting] for more details). *** Add pictures of the data colletion + results of the fitted model***.

Installation

conda install -c conda-forge ezc3d pygmo casadi

How it works

  1. Global optimization (using pygmo/gaco) of the elasticity coefficients (k) of the model's springs with multiple static trials. Optim_multi_essais_kM.py
  2. Local optimization (using casadi/ipopt) to refine the elasticity coefficients with the results from 1. as the initial guess. ...
  3. Global optimization of the damping coefficients (due to air resistance) whiile keeping the elasticity coefficients from 2. with multiple dynamic trials. Optim_multi_essais_kM.py
  4. Local optimization to refine the damping coefficients with the results from 3. as the initial guess. ...

The model is then validated using the test pool of static and dynamic trials by measuring the distance between the predicted mass positions and the experimental markers.

The figures presented in the article are generated here ...?

! The results from the folder Statique/results/ (Jule's results) should be deleted !

jules_toile_a2022's People

Contributors

evecharbie avatar julo0 avatar thea-levidileon avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.