Jeongsu Lee
Jeongsu Lee
Kyung Hee University · Mechanical Engineering
About
이정수 교수는 경희대 기계공학과 소속으로, 유체역학과 과학적 기계학습(Scientific Machine Learning)을 연구한다. 산업 현장의 유체 문제와 제조 공정의 품질·결함 진단에 머신러닝을 접목하는 연구를 수행한다.
Recent papers
- Mechanism-oriented tendency-integration operator networks for PDE foundation modelsPreprintResearch Square · Sep 23
- Legendre polynomial anti-derivative layer for compact physics-informed neural networks and operator learning with high-frequency spectral expressivityMachine Learning Science and Technology · Sep 11
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Model Reduction and Neural Networks
Noseong Park
KAIST · School of Computing
SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing InformationNewPreprintarXiv (Cornell University) · Oct 9Minseok Choi
POSTECH · Mathematics
Real-time physics-informed reconstruction of transient fields using sensor guidance and higher-order time differentiationApplied Soft Computing · Sep 7Heung-Soo Kim
Dongguk University · Mechanical Engineering
Physics-Informed Neural Network-Based Computational Modeling and Analysis of Lipid Bilayer MembranesJournal of the Computational Structural Engineering Institute of Korea · Aug 31
Other labs in this department
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Computational design of energy-related materials (lithium-ion batteries, alternative energy storage) via computational science and experimental validation
- Jongwoo KimRecruiting
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Biomedical & intelligent robotics (continuum/flexible surgical robots, AI-based design & control, minimally invasive surgery)
- Jongmin SeoRecruiting
Seo Jongmin
Computational fluid dynamics — cardiovascular biomechanics, turbulence over superhydrophobic surfaces, and AI/uncertainty quantification in fluids
- Choongyeop LeeRecruiting
Lee Choongyeop
Soft interfaces / interfacial fluid dynamics: wetting, capillarity, superhydrophobic surfaces, drop impact, and thermal/water management
- Heungdong Kwon
Kwon Heungdong
Heat/mass transfer and thermal management: nanoscale heat conduction, two-phase capillary cooling for high-heat-flux electronics, chip packaging and data center cooling
- Sanghyun Kim
Kim Sanghyun
Robot control and intelligence: redundant/whole-body control, human-robot interaction, AI-based control, and trajectory optimization for mobile manipulators and humanoids