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
-
Optimization
Yeongjong Kim
CM2LA Research Fellow
Research Area
-
Online convex optimization
-
Stochastic optimization
-
Multi-armed bandit
-
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
Group 2
(PI: Hee-Kap Ahn)
Geometry-based Machine Learning
Hee-Kap Ahn
Professor, POSTECH
Research Area
-
Algorithms and Data structures
-
AI Algorithms and Machine Learning
Kyeongsu Choi
Professor, KIAS
Research Area
-
Differential Geometry
-
PDEs
Beomjun Choi
Assistant Professor, KAIST
Research Area
-
Geometric Analysis
-
Calculus of variation and gradient flow
Jae-Hun Jung
Professor, POSTECH
Research Area
-
Numerical Analysis & Scientific Computing
-
Mathematical Data Science & AI
Sunyoung Shin
Associate Professor, POSTECH
Research Area
-
Statistical learning
-
High-dimensional data analysis
-
Statistical genomics
Geuntaek Seo
CM2LA Research Fellow
Research Area
-
Wasserstein Gradient Flows
-
(Unbalanced) Optimal Transport
Group 3
(PI: Donghyun Lee)
Mathematical Modeling and Analysis
Donghyun Lee
Associate Professor, POSTECH
Research Area
-
Analysis of PDE
-
Kinetic theory
-
Fluid dynamics
Jinsu Kim
Assistant Professor, POSTECH
Research Area
-
Stochastic reaction networks
-
Markov chains
-
Mathematical Biology
Sungjun Son
CM2LA Research Fellow
Research Area
-
Ellipsoidal BGK model
-
Kinetic theory
Younghun Hong
Associate Professor, CAU
Research Area
-
Dispersive PDEs and Mathematical Physics
Jinwoo Jang
Associate Professor, POSTECH
Research Area
-
Partial Differential Equations
-
Applied Analysis
Alumni
Our former members continue to contribute to academia, research institutes, and industry worldwide.
