mdribeiro
PhD in mechanical engineering working in the field of artificial intelligence and computational fluid dynamics (CFD).
DLRBraunschweig, Germany
Pinned Repositories
BlenderGIS
Blender addons to make the bridge between Blender and geographic data
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
DeepCFD
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
engine-sim
Combustion engine simulator that generates realistic audio.
jetFlow
Matlab script for the numerical solution of the vectorized Navier-Stokes equations for the solution of a jet flow
lidCavityFlow
Matlab script to solve the Navier Stokes equations applied to the moving lid cavity flow problem
OFICE
OpenFOAM solver for Internal Combustion Engine simulations
oficeDL
Deep Learning Tool for Turbulent Flow Predictions
pytorch_convgru
Convolutional Gated Recurrent Units implemented in PyTorch
mdribeiro's Repositories
mdribeiro/DeepCFD
DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks
mdribeiro/OFICE
OpenFOAM solver for Internal Combustion Engine simulations
mdribeiro/oficeDL
Deep Learning Tool for Turbulent Flow Predictions
mdribeiro/jetFlow
Matlab script for the numerical solution of the vectorized Navier-Stokes equations for the solution of a jet flow
mdribeiro/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
mdribeiro/lidCavityFlow
Matlab script to solve the Navier Stokes equations applied to the moving lid cavity flow problem
mdribeiro/pytorch_convgru
Convolutional Gated Recurrent Units implemented in PyTorch
mdribeiro/BlenderGIS
Blender addons to make the bridge between Blender and geographic data
mdribeiro/deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
mdribeiro/engine-sim
Combustion engine simulator that generates realistic audio.
mdribeiro/Flask-Web-App-Tutorial
Code for the note storing flask web app made during a YouTube video.
mdribeiro/FluidX3D
The fastest and most memory efficient lattice Boltzmann CFD software, running on all GPUs via OpenCL.
mdribeiro/jsbsim
An open source flight dynamics & control software library
mdribeiro/mdribeiro
mdribeiro/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
mdribeiro/NeuralODE-ROM
This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"
mdribeiro/ng-video-lecture
mdribeiro/oficeDL_TF
oficeDL with tensorFlow
mdribeiro/PhiFlow
A differentiable PDE solving framework for machine learning
mdribeiro/PINN-laminar-flow
Physics-informed neural network for solving fluid dynamics problems
mdribeiro/pinn_ode_tutorial
mdribeiro/PINNs
PyTorch Implementation of Physics-informed Neural Networks
mdribeiro/pysindy
A package for the sparse identification of nonlinear dynamical systems from data
mdribeiro/tch-rs
Rust bindings for the C++ api of PyTorch.
mdribeiro/TensorFlowFoam
Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development
mdribeiro/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.