New HDSI Faculty 2020 | Yusu Wang, Ph.D.
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Yusu Wang primarily works in the field of geometric and topological data analysis. She is particularly interested in developing effective and theoretically justified algorithms for data analysis using geometric and topological ideas and methods, as well as in applying them to practical domains. Some current topics include feature summarization of complex data, graph / network reconstruction, classification and analysis, metric structure recovery from noisy data, and so on. Very recently she has been exploring how to combine geometric and topological ideas with machine learning frameworks for modern data science. She also aims to apply these methods to practical domains and are currently working fields including material science, computational neuroscience and structural biology.
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