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Minji Kim's Projects

as21 icon as21

Applied Statistics I, 2021, UNC at Chapel Hill-linear regression

as22 icon as22

Applied Statistics II, 2022, UNC at Chapel Hill-deep neural network

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Advance Statistical Computing, 2019, Seoul National University

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Generative Pre-Trained Physics-Informed Neural Networks Implementation

librom icon librom

Model reduction library with an emphasis on large scale parallelism and linear subspace methods

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Multi-fidelity density estimation via importance sampling

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Analyzing Particulate Matter Data based on Approximate Factor Model

sc22 icon sc22

Scientific Computation, 2022, UNC at Chapel Hill-approximation of numbers, real functions, functionals, and operators

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This study develops a new clustering method for high-dimensional zero-inflated time-series data by proposing a similarity measure based on Thick Pen Transformation. Two real data set considered were step count data and newly confirmed COVID-19 case data.

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