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Group 1 ( PI: Hyung Ju Hwang ) : Large-Scale Physics Based AI

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Hyung Ju Hwang

Professor, POSTECH

  • Mathematical Machine Learning

  • Neural Operator

  • Nonlinear PDEs / Applied Analysis

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Youngjoon Hong

Associate Professor, KAIST

  • Scientific machine learning

  • Optimization

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Yeoneung Kim

Assistant Professor, SEOULTECH

  • Mathematical Machine Learning

  • Optimization

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Yeonjong Shin

Assistant Professor,

NC State University

  • Mathematical Machine Learning

  • Scientific Computing

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Yeongjong Kim

CM2LA Research Fellow

  • Online convex optimization

  • Stochastic optimization

  • Multi-armed bandit

  • Markov decision process

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Namkyeong Cho

CM2LA Research Fellow

  • Regularity theory of PDEs

  • Operator Learning

  • HJB equation

Group 2 ( PI: Hee-Kap Ahn ) : Geometry-based Machine Learning

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Hee-Kap Ahn

Professor, POSTECH

  • Algorithms and Data structures

  • AI Algorithms and Machine Learning

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Jae-Hun Jung

Professor, POSTECH

  • Numerical Analysis & Scientific Computing

  • Mathematical Data Science & AI

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Kyeongsu Choi

Professor, KIAS

  • Differential Geometry

  • PDEs

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Sunyoung Shin

Associate Professor, POSTECH

  • Statistical learning

  • High-dimensional data analysis

  • Statistical genomics

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Beomjun Choi

Assistant Professor, POSTECH

  • Geometric Analysis

  • Calculus of variation and gradient flow

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Geuntaek Seo

CM2LA Research Fellow

  • Wasserstein Gradient Flows

  • (Unbalanced) Optimal Transport

Group 3 ( PI: Donghyun Lee) : Mathematical Modeling and Analysis

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Donghyun Lee

Associate Professor, POSTECH

  • Analysis of PDE

  • Kinetic theory

  • Fluid dynamics

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Younghun Hong

Associate Professor, CAU

  • Dispersive PDEs and Mathematical Physics

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Jinsu Kim

Assistant Professor, POSTECH

  • Stochastic reaction networks

  • Markov chains

  • Mathematical Biology

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Jin Woo Jang

Assistant Professor, POSTECH

  • Partial Differential Equations

  • Applied Analysis

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Gyounghun Ko

CM2LA Research Fellow

  • Partial differential equation

  • Kinetic theory

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