Sam Ly's repositories
Distillation-McCabe-Thiele
Program used to draw McCabe-Thiele graphs for ethanol-water distillation to determine number of trays required for distillation
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.
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.
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.