Bayesian-optimization-based design of highly active and stable Fe-Cu/SSZ-13 catalysts for the selective catalytic reduction of NOx with NH3

Sanha Lim, Hwangho Lee, Hyun Sub Kim, Jun Seop Shin, Jong Min Lee*, Do Heui Kim* │  Reaction Chemistry & Engineering │  3029-3037

Plasma etching endpoint detection in the presence of chamber variations through nonlinear manifold learning and density-based clustering

Chae Sun Kim, Hae Rang Roh, Yongseok Lee, Taekyoon Park, Chanmin Lee, Jong Min Lee* │  IEEE Transactions on Semiconductor Manufacturing │  553-566

LSTM-based hybrid model and refractive index fault detection for terpolymerization in CSTR

Kyoungmin Lee, Suk Hoon Choi, Ji Hun Pak, Jeonghwan Lee, Jong Min Lee* │  Industrial & Engineering Chemistry Research │  14700-14711

Data-driven analysis of temporal evolution of battery slurry in pipe systems

Junseop Shin, Hyejung Oh, Hyunjoon Jung, Nayeon Park, Jaewook Nam*, Jong Min Lee* │  Journal of Power Sources │  234834

Machine learning for industrial sensing and control: A survey and practical perspective

Nathan P. Lawrence, Seshu Kumar Damarla, Jong Woo Kim, Aditya Tulsyan, Faraz Amjad, Kai Wang, Benoit Chachuat, Jong Min Lee, Biao Huang, R. Bhushan Gopaluni* │  Control Engineering Practice │  105841

Experimental investigation of lab-scale fluidized bed for fine iron ore drying application under constant bed temperature condition

Shikyung Yoon, Changkuk Ko, Myung Kyun Shin, Jong Min Lee* │  Advanced Powder Technology │  104443

Optimization of Fischer-Tropsch microchannel reactor using computational fluid dynamics and enveloped Bayesian optimization

Kyoungmin Lee, Jong Min Lee* │  Computers & Chemical Engineering │  108658

Accelerated structural optimization for the supported metal system based on hybrid approach combining Bayesian optimization with local search

Shinyoung Bae, Dongjae Shin, Haechang Kim, Jeong Woo Han*, Jong Min Lee* │  Journal of Chemical Theory and Computation │  2284-2296

Liquid phase catalytic exchange column of water detritiation system: Steady-state modeling, simulation, and optimization

Yeong Woo Son, Jae Jung Urm, Gwanghyeon Kwon, Jae-Uk Lee, Min Ho Chang, Jong Min Lee* │  Fusion Engineering and Design │  114222