adsmendesdaniel
Bachelor of Physics. Master's candidate in Applied Computing at National Institute for Space Research, Brazil.
Laboratory for Computing and Applied Mathematics (LAC)São José dos Campos - SP - Brazil
Pinned Repositories
A-Simple-Keras-Deep-Learning-Script-To-Sum-Five-Binary-Numbers
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.
adsmendesdaniel
adsmendesdaniel.github.io
:iphone: App marketing template for Jekyll
adsmendesdaniel.github.io_OLD
catapulting_planets
Simulation/Game developed at the NASA Space Apps Challenge - Itajubá - 2019
Forecasting-the-COVID-19-behavior-with-Differential-Evolution-and-a-combination-of-gaussians-model
Analysis of time series datasets of recorded cases and deaths from COVID-19 and cases and deaths from SARS (severe acute respiratory syndrome) using Differential Evolution and the combination of Gaussian distribution waves to forecast the behavior of the second wave of COVID-19 in Brazil.
Forecasting-the-COVID-19-behavior-with-Differential-Evolution-and-a-Maxwell-Boltzmann-like-model
Analysis of time series datasets of recorded cases and deaths from COVID-19 and recorded cases and deaths from SARS (severe acute respiratory syndrome) in Brazil using Differential Evolution and a combination model of "Maxwell-Boltzmann-like" distributions to forecast the behavior of the first and second wave of COVID-19 in Brazil.
Forecasting-the-COVID-19-Confirmed-Cases-With-Deep-Feedforward-Neural-Networks
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.
PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
pydens
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
adsmendesdaniel's Repositories
adsmendesdaniel/catapulting_planets
Simulation/Game developed at the NASA Space Apps Challenge - Itajubá - 2019
adsmendesdaniel/A-Simple-Keras-Deep-Learning-Script-To-Sum-Five-Binary-Numbers
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.
adsmendesdaniel/adsmendesdaniel
adsmendesdaniel/adsmendesdaniel.github.io
:iphone: App marketing template for Jekyll
adsmendesdaniel/adsmendesdaniel.github.io_OLD
adsmendesdaniel/Forecasting-the-COVID-19-behavior-with-Differential-Evolution-and-a-combination-of-gaussians-model
Analysis of time series datasets of recorded cases and deaths from COVID-19 and cases and deaths from SARS (severe acute respiratory syndrome) using Differential Evolution and the combination of Gaussian distribution waves to forecast the behavior of the second wave of COVID-19 in Brazil.
adsmendesdaniel/Forecasting-the-COVID-19-behavior-with-Differential-Evolution-and-a-Maxwell-Boltzmann-like-model
Analysis of time series datasets of recorded cases and deaths from COVID-19 and recorded cases and deaths from SARS (severe acute respiratory syndrome) in Brazil using Differential Evolution and a combination model of "Maxwell-Boltzmann-like" distributions to forecast the behavior of the first and second wave of COVID-19 in Brazil.
adsmendesdaniel/Forecasting-the-COVID-19-Confirmed-Cases-With-Deep-Feedforward-Neural-Networks
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.
adsmendesdaniel/PINNs-TF2.0
TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).
adsmendesdaniel/pydens
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
adsmendesdaniel/adsmendesdaniel.github.io_theme_test
:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.
adsmendesdaniel/deepxde
Deep learning library for solving differential equations and more
adsmendesdaniel/desafio-4
Desafio 4 ~ Grupo Boticário
adsmendesdaniel/github-pages-with-jekyll
adsmendesdaniel/HPM
Hidden physics models: Machine learning of nonlinear partial differential equations
adsmendesdaniel/PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
adsmendesdaniel/pycosmicstar
The Cosmic Star Formation Rate Model
adsmendesdaniel/pygame-menu
A menu for pygame, simple, lightweight and easy to use
adsmendesdaniel/pykan
Kolmogorov Arnold Networks