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3w

This is the first repository published by Petrobras on GitHub. It supports the 3W project and promotes experimentation of Machine Learning-based approaches and algorithms for specific problems related to undesirable events that occur in offshore oil wells.

computervision_criticalheatflux

This repository contains a comparisson between classic and deep learning methods for the identification of critical heat flux with computer vision.

data-driven-algorithms

ollection of algorithms and implementations that harness the potential of data to solve complex problems across various domains.

engineering_optimization

This repository contains the evaluation of different optimization algortithms for the solution of structural problems.

genetic_algorithms

This repository contains the implementation of an algorithm for optimization via genetic algorithms.

gfidelisp

My personal repository

grid_search_narx

llm_finetuning

Fine tuning of Large Language Models for question-answering tasks.

machine_deep_learning_algortithms

This repository contains the implemenation of machine and deep learning algorithms for regression and classification tasks

magnetocaloricmaterials

moo_hex

This repository includes the code for the optimization of fan-assisted tube-fin heat exchangers via genetic algorithms.

thermal-regenerators

This repository has the goal to evaluate the performance of different modelling methodologies in the simulation of Thermal Regenerators, focused mainly on Active Magnetic Regenerators.

time-series---system-identification

traditional_computer_vision

This repository contains the evaluation of traditional computer vision techniques for different tasks.