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  1. 3D-FEM-Solver 3D-FEM-Solver Public

    Final Project for ME 524, code for solving a 3D finite element methods problem for a structure under body and traction loads. Code is also provided to check solution using patch test and method of …

    MATLAB

  2. Compressed-Sensing-Image-Recovery Compressed-Sensing-Image-Recovery Public

    Project 1 for ECE580 Machine Learning, in which an algorithm for reconstructing corrupted images is created using LASSO, cross-validation and median filtering.

    Jupyter Notebook

  3. Brain-Computer-Interface Brain-Computer-Interface Public

    Project 2 for ECE580 machine learning, utilized SVMs and two-level cross validation to determine whether a person using a BCI intended to make a left or right movement.

    Jupyter Notebook

  4. TR-NewtonCG TR-NewtonCG Public

    In this project we explored the use of Trust-Region Newton-Conjugate-Gradient (TRNCG) (specifically CG Steihaug) as an optimizer in training a neural network, and compared results to that of Adam.

    Python