Notes

On research, technology, scientific computing, and engineering.

Works

This section includes some of the work I have completed for my own use, for postgraduate coursework, and for my classes. The research page contains works pertaining to my research activity. The following items are not ordered.

• PD1B24 - repository containing code, data, manuscripts, and other files used in my research on PIML for the Qualifying and Proposal Exams.

• MSC22 - repository containing the material generated during my master's research.

• PINN Discovery - repository containing my work on data-driven parameter discovery of a 1D Burgers' equation using a physics-informed neural network. There is also an online HTML version of the manuscript.

• PINN GQM - repository containing my work related to solving the Burgers' equation using two methods, physics-informed neural network and Gaussian quadrature. There is also an online HTML version of the manuscript.

• Stencil - comparison of high-performance computing approaches in the Python environment for a five-point Stencil test problem. There is also an online HTML version of the manuscript.

• TAMA21 - repository containing a work developed for presentations in courses, on examples of HPC approaches in a Python environment for a 5-point stencil testing problem, executed on the Santos Dumont supercomputer and also on Google Colab.

• ML - repository containing my personal notes on Machine Learning and related topics.

• CNN & MLP - repository containing my notes on the CAP 351 course, and also the manuscript generated from the work, entitled "Comparison of CNN and MLP artificial neural network models, for an optical character recognition test case" (in Portuguese).

• Home - repository dedicated to my random personal notes on topics such as high performance computing, parallel processing, programming languages, and others.

Courses

• Courses - list of courses I took at INPE.

Random bookmarks

Collection of links I found interesting.

• Stephan Stephany's page at INPE.
• Celso Mendes's page at INPE.
• Rafael Santos's page at INPE.
• Valdemar Setzer's page at USP.
• Marcio Delamaro's page at USP.
• Tomasz Kowaltowski's page at UNICAMP.
• Lectures by Walter Lewin at MIT. (Youtube video)
• Jeff Huang's page at Brown University.
• Maziar Raissi's page at University of Colorado Boulder.
• Jason Blevins' page at Ohio State University.
• John Burkardt's page at Florida State University.

_{Last edited: 2025-01-06}