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Hello, I'm Cooper Simpson

I am currently a professional research assistant at the University of Colorado Boulder in the Aerospace Mechanics Research Center (AMReC). I work 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 recieved my B.S. and M.S. in Applied Mathematics in 2020 and 2022 respectively from CU.

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.

Cooper Simpson's Projects

pytorch-arc icon pytorch-arc

Adaptive Regularization with Cubics (ARC) optimizer for PyTorch.

randnla.jl icon randnla.jl

Julia algorithms for randomized numerical linear algebra.

rs-coop icon rs-coop

Config files for my GitHub profile.

sfn.jl icon sfn.jl

Julia implementation of the regularized saddle-free newton method for unconstrained non-convex optimization.

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