Repositories list

• Solucao-das-Equacoes-de-Einstein-com-Machine-Learning

  Public
  Repositório com códigos e textos acerca do trabalho de conclusão de curso "Solução das Equações de Einstein com Machine Learning" e trabalhos associados.

  Jupyter Notebook

  •0•0•0•0•Updated May 4, 2023May 4, 2023

• PINN-data-driven-discovery-of-Fluid-Mechanics-equations-Navier-Stokes-and-Burgers

  Public
  Mathematica

  •0•0•0•0•Updated Apr 13, 2022Apr 13, 2022

• Pre-processamento-em-Espectrometria-de-Massa-para-Modelos-de-Aprendizado-de-Maquina

  Public
  MIT License

  •0•1•0•0•Updated Jul 11, 2021Jul 11, 2021

• Estimativa-de-mortes-por-COVID-19-subnotificadas-no-Brasil---D051---HACKCOVID-19

  Public
  Parte 1 do desafio "IA E CIÊNCIA DE DADOS PARA APOIO A DECISÃO CLÍNICA" da Hackathon 'Hackcovid19' do Centro Brasileiro de Pesquisas Físicas, onde utilizamos conceitos simples de estatística, probabilidade e 'datascience' para tentar estimar a quantidade de casos de mortes por Síndrome Respiratória Aguda que foram causadas por COVID-19, porém nã…

  Jupyter Notebook

  •0•1•0•0•Updated Apr 22, 2021Apr 22, 2021

• Deep-Learning-na-analise-de-imagens-de-raio-x-para-auxilio-na-decisao-clinica-de-COVID-19

  Public
  Parte 2 do desafio "IA E CIÊNCIA DE DADOS PARA APOIO A DECISÃO CLÍNICA" da Hackathon 'Hackcovid19' do Centro Brasileiro de Pesquisas Físicas, modelo de Deep Neural fazendo diagnostico em radiografias de pulmão.

  Jupyter Notebook

  •0•1•0•0•Updated May 18, 2020May 18, 2020

• Forecasting-the-COVID-19-Confirmed-Cases-With-Deep-Feedforward-Neural-Networks

  Public
  These scripts try to forecast the number of confirmed cases of COVID-19 on Minas Gerais, a Brazil's state. With Feedforward Neural Networks we can try to vaguely estimate the cases in some days at the future, but they arent the best network structure for this type of problem.

  Jupyter Notebook

  •0•1•0•0•Updated Mar 23, 2020Mar 23, 2020

• A-Simple-Keras-Deep-Learning-Script-To-Sum-Five-Binary-Numbers

  Public
  A simple Deep Learning script made with the API Keras to sum five "binary" (0 or 1) numbers, or, how to use a cannon to kill a mosquito.

  Jupyter Notebook

  •1•1•0•0•Updated Mar 21, 2020Mar 21, 2020

• Extracting-the-Ideality-Factor-of-a-Diode-on-the-Single-Diode-Solar-Cell-Model-with-Deep-Learning

  Public
  A simple script with Keras to estimate/extract the Ideality Factor of a diode on the Single Diode Solar Cell Model based on points/data of an IV Curve

  Python

  •2•1•0•0•Updated Mar 20, 2020Mar 20, 2020

• covid19

  Public
  SIR code in python to model the spread of COVID-19

  Jupyter Notebook

  •44•0•0•0•Updated Mar 20, 2020Mar 20, 2020

• corona-analytic-api

  Public
  API that generates information about coronavirus (COVID19) cases in the states of Brazil and other parts of the world

  JavaScript

  •

  GNU General Public License v3.0

  •9•0•0•0•Updated Mar 19, 2020Mar 19, 2020

• PINNs

  Public
  Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

  Python

  •

  MIT License

  •1.3k•0•0•0•Updated Feb 20, 2020Feb 20, 2020

• PINNs-TF2.0

  Public
  TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

  Mathematica

  •

  MIT License

  •87•0•0•0•Updated Sep 20, 2019Sep 20, 2019