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RS-Coop/README.md

Hello, I'm Cooper Simpson

I am a first year PhD student in Applied Mathematics at the University of Washington in Seattle. Previously, I worked as a professional research assistant in the Aerospace Mechanics Research Center (AMReC) at the University of Colorado Boulder from 2022-2024. There, I worked with Alireza Doostan and Stephen Becker on data compression techniques for large-scale scientific simulations. I also work independently with Stephen Becker on non-convex Newton-type optimization methods. I earned my B.S. and M.S. from CU Boulder in Applied Mathematics in 2020 and 2022, respectively.

Broadly, my research interests are in computational and mathematical science. I have worked in areas such as non-convex optimization, deep learning, data compression, and algorithmic economics. I appreciate both the theory and application side of problems, which is to say I enjoy both proving a theorem and programming a software package.

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  1. AlgorithmicDataReduction/PyTorch-QuadConv AlgorithmicDataReduction/PyTorch-QuadConv Public

    Quadrature-based convolutions for deep learning on unstructured and non-uniform mesh data.

    Python 6 2

  2. QuasiNewton.jl QuasiNewton.jl Public

    A collection of Quasi-Newton optimization algorithms implemented in Julia.

    Julia 1

  3. PyTorch-ARC PyTorch-ARC Public

    Adaptive Regularization with Cubics (ARC) optimizer for PyTorch.

    Python

  4. RS-Coop.github.io RS-Coop.github.io Public

    Personal website

    HTML

  5. correlllab/nn4mc_cpp correlllab/nn4mc_cpp Public

    Neural Networks for Microcontrollers

    C++ 29 7

  6. Project-Template Project-Template Public

    Research project templates for Julia and Python

    Python