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Mateus Dias Ribeiro šŸ‘‹

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Based in Braunschweig, Germany.

  • šŸ”­ Iā€™m a Staff Scientist at the German Aerospace Center (DLR)
  • šŸŒ± Currently working on reduced order models for fluid dynamics via machine learning

Mateus Dias Ribeiro's Projects

blendergis icon blendergis

Blender addons to make the bridge between Blender and geographic data

burningdrop icon 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 icon deepcfd

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

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

engine-sim icon engine-sim

Combustion engine simulator that generates realistic audio.

fluidx3d icon fluidx3d

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

jetflow icon jetflow

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

jsbsim icon jsbsim

An open source flight dynamics & control software library

lidcavityflow icon lidcavityflow

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

nanogpt icon nanogpt

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

neuralode-rom icon neuralode-rom

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

ofice icon ofice

OpenFOAM solver for Internal Combustion Engine simulations

oficedl icon oficedl

Deep Learning Tool for Turbulent Flow Predictions

phiflow icon phiflow

A differentiable PDE solving framework for machine learning

pinns icon pinns

PyTorch Implementation of Physics-informed Neural Networks

pysindy icon pysindy

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

tch-rs icon tch-rs

Rust bindings for the C++ api of PyTorch.

tensorflowfoam icon tensorflowfoam

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

torchdiffeq icon torchdiffeq

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

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