Lorenzo Campoli's repositories
cgnsToFromFoam
Port of cgnsToFoam from TurbMachinery SIG to OpenFOAM 5.x and newer
char-rnn
Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch
cnn-surrogate
Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
Contrastive-Explanation-Method
Codes for reproducing the contrastive explanation in “Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives”
CToFortran
Code to figure out all the fun stuff with linking C++ to Fortran
DeepGenMSM
Code for the results of the Paper:
DeepRegression
A Comprehensive Analysis of Deep Regression
dist-keras
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
euler2d_cudaFortran
2nd order Godunov solver for 2d Euler equations written in CUDA Fortran - Deprecated - see instead https://github.com/pkestene/euler2d_kokkos
fastsc
A fast implementation of spectral clustering on GPU-CPU Platform
freeCappuccino
A three-dimensional unstructured finite volume code for fluid flow simulations.
GA-CFD-MO
Genetic algorithms applied in Computer Fluid Dynamics for multiobjective optimization - Senior Thesis in Mechanical Engineering at the University of Vermont
GiniClust
GiniClust: Detecting Rare Cell Types from Single-Cell Gene Expression Data with Gini Index
kerasify
Small library for running Keras models from a C++ application
LSTM_ROM_Arxiv
A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269
machine-learning-project-walkthrough
An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!
npode
Learning unknown ODE models with Gaussian processes
OpenHyperFLOW2D
Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multicomponent sub/trans/supersonic reacting gas flow with RANS/URANS turbulence models.
otbFFSforGMM
OTB Module: Fast Feature Selection
siads_data_driven_closure
Sample code implementation for SIADS paper Data driven discovery of closure model
tensorflow-cmake-2
Integrate TensorFlow with CMake projects effortlessly
TheMartianResume
LaTeX for personal resume, available as a template for use
UGKS
Unified Gas Kinetic Scheme source code copied from Dr. Ruijie Wang