Statistical and Nonlinear Physics

학문분야 · Physics and Astronomy

교수

연도	논문	학부 저자	피인용
2022	Physics-informed deep learning for data-driven solutions of computational fluid dynamics 화학공정 › 공정시스템기술 Korean Journal of Chemical Engineering	이종민	59
2024	Multiphysics generalization in a polymerization reactor using physics-informed neural networks 화학공정 › 공정시스템기술 Chemical Engineering Science	이원보	21
2019	Development of surrogate model using CFD and deep neural networks to optimize gas detector layout Korean Journal of Chemical Engineering	이원보	13
2023	Physics-informed neural networks for learning fluid flows with symmetry 화학공정 › 공정설비기술 Korean Journal of Chemical Engineering	남재욱	10
2025	Simultaneous optimization of reactor design and operating conditions using geometry-aware physics-informed neural network 화학공정 › 촉매/반응기술 Chemical Engineering Journal	이원보	2
2024	Optimizing a Physics-Informed Machine Learning Model for Pulsatile Shear-Thinning Channel Flow 화학공정 › 공정설비기술 Nihon Reoroji Gakkaishi	남재욱	1
2025	Surrogate modeling of slot-die coating manifold for lithium-ion battery manufacturing using mode extraction methods Chemical Engineering Science	남재욱, 이종민	0

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