Group 1
(PI: Hyung Ju Hwang)
Large-Scale Physics Based AI
Hyung Ju Hwang
Professor, POSTECH
Research Area
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Mathematical Artificial Intelligence
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Scientific Machine Learning
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Scientific Computing
Yeoneung Kim
Assistant Professor, SEOULTECH
Research Area
-
Mathematical Machine Learning
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Optimization
Yeongjong Kim
CM2LA Research Fellow
Research Area
-
Online convex optimization
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Stochastic optimization
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Multi-armed bandit
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Markov decision process
Youngjoon Hong
Associate Professor, SNU
Research Area
-
Scientific Computing
-
Machine Learning
Yeonjong Shin
Assistant Professor, NC State University
Research Area
-
Mathematical Machine Learning
-
Scientific Computing
Namkyeong Cho
CM2LA Research Fellow
Research Area
-
Regularity theory of PDEs
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Operator Learning
-
HJB equation
Group 2
(PI: Hee-Kap Ahn)
Geometry-based Machine Learning
Hee-Kap Ahn
Professor, POSTECH
Research Area
-
Algorithms and Data structures
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AI Algorithms and Machine Learning
Kyeongsu Choi
Professor, KIAS
Research Area
-
Differential Geometry
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PDEs
Beomjun Choi
Assistant Professor, POSTECH
Research Area
-
Geometric Analysis
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Calculus of variation and gradient flow
Jae-Hun Jung
Professor, POSTECH
Research Area
-
Numerical Analysis & Scientific Computing
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Mathematical Data Science & AI
Sunyoung Shin
Associate Professor, POSTECH
Research Area
-
Statistical learning
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High-dimensional data analysis
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Statistical genomics
Geuntaek Seo
CM2LA Research Fellow
Research Area
-
Wasserstein Gradient Flows
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(Unbalanced) Optimal Transport
Group 3
(PI: Donghyun Lee)
Mathematical Modeling and Analysis
Donghyun Lee
Associate Professor, POSTECH
Research Area
-
Analysis of PDE
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Kinetic theory
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Fluid dynamics
Jinsu Kim
Assistant Professor, POSTECH
Research Area
-
Stochastic reaction networks
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Markov chains
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Mathematical Biology
Gyounghun Ko
CM2LA Research Fellow
Research Area
-
Partial differential equation
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Kinetic theory
Younghun Hong
Associate Professor, CAU
Research Area
-
Dispersive PDEs and Mathematical Physics
Jin Woo Jang
Assistant Professor, POSTECH
Research Area
-
Partial Differential Equations
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Applied Analysis