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Physical Sciences and Mathematics Commons™
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Full-Text Articles in Physical Sciences and Mathematics
Machine Learning With Scattering Transforms, Jacob Hansen, Gus Hart
Machine Learning With Scattering Transforms, Jacob Hansen, Gus Hart
Journal of Undergraduate Research
Our goal was to implement scattering transforms as a mathematical representation of materials. The intention of this project was to build intuition on this technique using model data in one and two dimensions. The tools created here will be used as templates in further projects on real materials data. The intuition built during this project is crucial to the machine learning framework for materials design that we hope to build in the near future.