Versão em português: README_PT
A GUI application with a collection of image processing options, used as an educational tool for my lectures on the grad course Digital Image Processing.
The results of both my Masters dissertation and Doctorate thesis (discreet and continuous simulation, respectivelly).
The simulators allows the estimation of the minimum required ammount of conductive additives necessary in a polymer to make it electrically conductive.
This is very relevant, since additives have a high cost and reduce mechanical properties of the polymer, and this minimum ammount, called the percolation threshold, varies greatly based on the geometry of the additives.
Dissertation link: Método de previsão de limiar de percolação e condutividade elétrica em compósitos poliméricos por simulação de Monte Carlo
Thesis link: Modelos de condutividade em compósitos condutores por simulação de Monte Carlo no espaço contínuo
A framework for 3D volume images processing and simulation (Digital Properties Laboratory).
Includes an extensible GUI for implementation of new procedures, and already includes some prototype algorithms, such as Navier-Stokes Linear Approximation and Cation Exchange Formation Factor.
Collection of short scripts to solve punctual problems.
- Machine Learning Permeability - This model uses ML models to predict a porous rock permeablity, using the geometric characterization of its pores as features.
- Colored Sphere - An exploration of a lesser viral color illusion (no, not the dress one).
- Covid-19 Inspector - A small script that takes the latest covid active cases from the John Hopkins dataset and fits them to a exponential decay model, helping to identify if the contagion peak has passed.
- Digital Rock Portal Tiff Downloader - A tool intended to download porous rock images from non-stacked tiff format from the Digital Rock Portal.
- Interferometer Readings - Treats surface rugosity data aquired by light interferometry to predict interface compatibility for sinter bonding.
- Spherical Coordinations Generator - Representation and solution for a common mistake in random spherical coordinates generation.