Research

Software

biogrowleR: Extracting insights from growth measurement data; a R package. Link to the website with further tutorials and instructions: upbri.gitlab.io/biogrowleR/. For bugs and issues, create a new issue on gitlab: gitlab.com/upbri/biogrowleR

Persistent homology applied to the protein stability (pdf) - 22/01/2020
Homologia persistente, machine learning e o estudo de proteínas (pdf) - 22/10/2018
Homologia persistente e o algoritmo de redução (ipynb), (algo) - 08/10/2018

Estrogen signature and gene coexpression network for breast cancer stratification and survival analysis
- Basel Computational Biology Conference - BC2, Switzerland, Sep 2021
A topological approach to protein stability (Poster)
- XII Regional Topology Meeting, Oct 2019
Persistent Homology and the Protein Folding Problem
- Geometric Data Analysis, May 2019
- Data Driven Dynamics: Algebraic Topology, Combinatorics and Analysis, Apr 2019
Optimal cycles and applications in machine learning (Poster)
- TRIPODS Summer Bootcamp: Topology and Machine Learning, Aug 2018
- XXI Brazilian Topology Meeting, Aug 2018
- Workshop de Teses e Dissertações, Aug 2018 (Best poster presentation award)