Members
Group 1 ( PI: Hyung Ju Hwang ) : Large-Scale Physics Based AI
Hyung Ju Hwang
Professor, POSTECH
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Mathematical Machine Learning
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Neural Operator
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Nonlinear PDEs / Applied Analysis
Minseok Choi
Assistant Professor, POSTECH
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Numerical Analysis (Applied mathematics)
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Uncertainty Quantification
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AI for science
Yeoneung Kim
Assistant Professor, SEOULTECH
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Mathematical Machine Learning
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Optimization
Yeonjong Shin
Assistant Professor,
NC State University
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Mathematical Machine Learning
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Scientific Computing
Group 2 ( PI: Jae-Hun Jung ) : Geometry-based Machine Learning
Jae-Hun Jung
Professor, POSTECH
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Numerical Analysis & Scientific Computing
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Mathematical Data Science & AI
Sunyoung Shin
Associate Professor, POSTECH
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Statistical learning
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High-dimensional data analysis
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Statistical genomics
Beomjun Choi
Assistant Professor, POSTECH
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Geometric Analysis
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Calculus of variation and gradient flow
Group 3 ( PI: Donghyun Lee) : Mathematical Modeling and Analysis
Donghyun Lee
Associate Professor, POSTECH
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Analysis of PDE
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Kinetic theory
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Fluid dynamics
Jinsu Kim
Assistant Professor, POSTECH
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Stochastic reaction networks
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Markov chains
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Mathematical Biology
Jin Woo Jang
Assistant Professor, POSTECH
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Partial Differential Equations
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Applied Analysis