mdribeiro

DeepCFD

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

OFICE

OpenFOAM solver for Internal Combustion Engine simulations

burningDrop

Matlab script for the solution of vectorized Navier-Stokes equations for the convective-diffusive transport of temperature of burning droplet using simple combustion model

jetFlow

Matlab script for the numerical solution of the vectorized Navier-Stokes equations for the solution of a jet flow

oficeDL

Deep Learning Tool for Turbulent Flow Predictions

lidCavityFlow

Matlab script to solve the Navier Stokes equations applied to the moving lid cavity flow problem

BlenderGIS

Blender addons to make the bridge between Blender and geographic data

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

engine-sim

Combustion engine simulator that generates realistic audio.

Flask-Web-App-Tutorial

Code for the note storing flask web app made during a YouTube video.

FluidX3D

The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.

jsbsim

An open source flight dynamics & control software library

mdribeiro

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

NeuralODE-ROM

This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"

ng-video-lecture

oficeDL_TF

oficeDL with tensorFlow

PhiFlow

A differentiable PDE solving framework for machine learning

PINN-laminar-flow

Physics-informed neural network for solving fluid dynamics problems

pinn_ode_tutorial

PINNs

PyTorch Implementation of Physics-informed Neural Networks

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

pytorch_convgru

Convolutional Gated Recurrent Units implemented in PyTorch

tch-rs

Rust bindings for the C++ api of PyTorch.

TensorFlowFoam

Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development

torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.