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Getting started with Machine Learning

5 minute read


If you are interested in Machine Learning you will find a lot of content online about it. I give below some content I find most appropriate to start to code and generate results.

[PT] Passo a passo para redigir a proposta de tese de doutorado

23 minute read


A proposta de tese de doutorado consiste basicamente em um plano de pesquisa e idealmente inclui resultados preliminares. A etapa de preparação de pesquisa é uma das mais importantes e difíceis durante o curso de doutorado.

How to write a scientific paper

16 minute read


This post is dedicated for students that wish to publicize their own research work by means of a scientific paper.

How to read a scientific paper effectively

4 minute read


It is very important to learn how to read a paper. This is something you will do for the rest of your life as a scientist, so it is better that you learn how to do this effectively as we’ll discuss some tips next.

Learning git

1 minute read


If you are an Engineer in the XXI century you should know about git.





Dynamic Systems Modeling

Undergraduate course (taught every semester, in Portuguese), ENG1718 - MODELAGEM SISTEMAS DINAMICOS, 2018

Gather the concepts and tools for simulating multiphysics integrated systems using classical methods and the language of Bond Graphs.

System Identification

Graduate Course (taught yearly during the 2nd semester), MEC2015 - SYSTEM IDENTIFICATION, 2018

Learn how to build your own data-driven models using classical and machine learning based methods.

Control of Mechanical Systems

Graduate Course (taught yearly during the 1st semester), MEC2358 - CONTROLE DE SISTEMAS MECANICOS, 2019

Master the skills necessary to design closed-loop systems tipically found in mechanical applications such as servomechanisms and vibration mitigation.

Class Notes

Support for courses, MEC2358, ENG1718, 2021

Here you can find the link for the class notes (in Portuguese) of the courses that involve modeling and control of dynamical systems.