samly97
Machine learning engineer with experience with TensorFlow and PyTorch, specializing in computer vision. Also interested in anything Python and software dev.
Bornea Dynamics LtdBrampton, Ontario
Pinned Repositories
gnuradio
GNU Radio – the Free and Open Software Radio Ecosystem
alt-workout-frontend
Alternative frontend for workout-app-2.com project. Practice for React and MaterialUI and possibly more.
Cholesky-Factorization-for-Mass-Transfer
Cholesky factorization is an alternative way to solve matrices, specifically for positive-definite matrices, which is faster than LU decomposition where applicable. This project compares the numerical and analytical solutions to a 2-dimensional steady state mass transfer problem.
COMSOL-Pipeline
Generate 2D Li-ion microstructure, galvanostatic discharge of battery, and saving of FEM data. Accompanying work for publication in Applied Energy.
Distillation-McCabe-Thiele
Program used to draw McCabe-Thiele graphs for ethanol-water distillation to determine number of trays required for distillation
git_test
go-cors
A simple middleware component to whitelist CORS requests.
li2d-img-processing
Accompanying codebase for processing Li-ion FEM data from COMSOL and loading into TensorFlow dataloaders.
Microalgae-PBR
4th-year chemical engineering design project. This code simulates microalgae growth for the purposes of cultivating it for biodiesel applications.
soil-net
This project used convolutional neural networks to predict the steady-state concentration of 3D porous media, and subsequently calculates the tortuosity. This package includes data generation, processing, training, and post-processing functions. The loss function includes a Laplacian loss, which is a physics-informed loss.
samly97's Repositories
samly97/COMSOL-Pipeline
Generate 2D Li-ion microstructure, galvanostatic discharge of battery, and saving of FEM data. Accompanying work for publication in Applied Energy.
samly97/Distillation-McCabe-Thiele
Program used to draw McCabe-Thiele graphs for ethanol-water distillation to determine number of trays required for distillation
samly97/soil-net
This project used convolutional neural networks to predict the steady-state concentration of 3D porous media, and subsequently calculates the tortuosity. This package includes data generation, processing, training, and post-processing functions. The loss function includes a Laplacian loss, which is a physics-informed loss.
samly97/alt-workout-frontend
Alternative frontend for workout-app-2.com project. Practice for React and MaterialUI and possibly more.
samly97/Cholesky-Factorization-for-Mass-Transfer
Cholesky factorization is an alternative way to solve matrices, specifically for positive-definite matrices, which is faster than LU decomposition where applicable. This project compares the numerical and analytical solutions to a 2-dimensional steady state mass transfer problem.
samly97/git_test
samly97/go-cors
A simple middleware component to whitelist CORS requests.
samly97/li2d-img-processing
Accompanying codebase for processing Li-ion FEM data from COMSOL and loading into TensorFlow dataloaders.
samly97/Microalgae-PBR
4th-year chemical engineering design project. This code simulates microalgae growth for the purposes of cultivating it for biodiesel applications.