jfgoes Goto Github PK

awesome-machine-learning-fluid-mechanics

Curated list for ML in FM

calculonumerico

Escrita colaborativa de recursos educacionais abertos sobre cálculo numérico.

cfdpython-br

A versão brasileira da sequencia de Jupyter notebooks denominada "12 Passos para Navier-Stokes"

characterizing-pinns-failure-modes

Characterizing possible failure modes in physics-informed neural networks.

ctec0004--programacaoi

Este repositório é destinado para a produção de material didático da disciplina de Progração I (CTEC0004), denominado Programação I: Algoritmos e Python

data-driven-advection

data-driven-discretization-1d

Code for "Learning data-driven discretizations for partial differential equations"

deepcfd

DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks

diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

hal-physics-informed-ai-tutorial

image-based-cfd-using-deep-learning

Undergraduate Research Project

jax-cfd

Computational Fluid Dynamics in JAX

jfgoes

jupyter-edu-book

Teaching and Learning with Jupyter

labmc

machine-learning-applied-to-cfd

Examples of how to use machine learning algorithms in computational fluid dynamics.

machine-learning-for-solar-energy-prediction

Predict the Power Production of a solar panel farm from Weather Measurements using Machine Learning

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

particle-simulator

pct30038--calculonumerico

Este repositório é para a criação de material didático interativo da disciplina de Cálculo Numérico (PCT30038)

pde-find

pinns

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

programacaoii

Disciplina de Programação II - Curso de BI em Ciência e Tecnologia

sindyautoencoders

solar

Insight Data Science Project: Predicting Photovoltaic Solar Panel Generation Using Machine Learning

spline_pinn

videos_tutoriais

Códigos dos Vídeo que posto no Youtube do "Inteligência Mil Grau"

youtube_channel

Notebooks for the python tutorials of my youtube channel. See specific youtube video for link to specifc notebook.