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Sam Ly's Projects

alt-workout-frontend icon alt-workout-frontend

Alternative frontend for workout-app-2.com project. Practice for React and MaterialUI and possibly more.

cholesky-factorization-for-mass-transfer icon 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 icon 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 icon distillation-mccabe-thiele

Program used to draw McCabe-Thiele graphs for ethanol-water distillation to determine number of trays required for distillation

go-cors icon go-cors

A simple middleware component to whitelist CORS requests.

li2d-img-processing icon li2d-img-processing

Accompanying codebase for processing Li-ion FEM data from COMSOL and loading into TensorFlow dataloaders.

microalgae-pbr icon microalgae-pbr

4th-year chemical engineering design project. This code simulates microalgae growth for the purposes of cultivating it for biodiesel applications.

soil-net icon 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.

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