Real-world implementation of offline reinforcement learning for process control in industrial dividing wall column

Joonsoo Park, Wonhyeok Choi, Dong Il Kim, Ha El Park, Jong Min Lee* │  Computers & Chemical Engineering │  109383

Steady-state modeling and simulation of the integrated isotope separation and water detritiation systems: Parametric studies and performance analysis

Gwanghyeon Kwon, Yeong Woo Son, Jae-Uk Lee, Min Ho Chang, Jae Jung Urm, Jong Min Lee* │  Fusion Engineering and Design │  115513

Surrogate modeling of slot-die coating manifold for lithium-ion battery manufacturing using mode extraction methods

Sung Hyun Ju, Kyengmin Min, DongWoo Kim, Jaewook Nam*, Jong Min Lee* │  Chemical Engineering Science │  122459

Generative transformer-based deep hierarchical VAE model for the automated generation of chemical process topologies

Yeong Woo Son, Ji Hun Pak, Chan Kim, Jong Min Lee* │  Computers & Chemical Engineering │  109431

Adaptive learning strategies for addressing chamber variations in real-time endpoint detection of semiconductor plasma etching

Chae Sun Kim, Hae Rang Roh, Yongseok Lee, Yongsin Park, Chanmin Lee, Jong Min Lee* │  Journal of Intelligent Manufacturing

Decoding industrial-scale battery manufacturing process through integration of causal graphs into explainable artificial intelligence

Haechang Kim, Ji Young Yun, Eunjoo Jung, Bora Lee, Hyeongseok Kim, Jong Min Lee* │  Engineering Applications of Artificial Intelligence │  111657

Unsupervised incremental learning framework for online fault diagnosis

Suk Hoon Choi, Kyoungmin Lee, Jong Min Lee* │  Industrial & Engineering Chemistry Research │  12087-12097

Multimodal learning with missing modality for chemical process system

Suk Hoon Choi, Jong Min Lee* │  Computers & Chemical Engineering │  109196

Computationally efficient model predictive control for hybrid electric vehicle using driving pattern recognition network

Hyun Min Park, Se-Kyu Oh, Jinsung Kim, Jong Min Lee* │  International Journal of Control, Automation, and Systems │  1851-1859

ChemDT: A stochastic decision transformer for chemical process control

Junseop Shin, Joonsoo Park, Jaehyun Shim, Jong Min Lee* │  Computers & Chemical Engineering │  109155

Techno-economic assessment and feature importance analysis of gas hydrate-based carbon capture processes

Hyun Min Park, Jong Min Lee*, Tae Hoon Oh* │  Energy │  136260

A diffusion-attention-based algorithm for optimal spatio-temporal sensor placement in distributed parameter systems

Yeong Woo Son, Jong Min Lee* │  Computers & Chemical Engineering │  109163

Modeling and optimization of PET hydrogenolysis in a slurry bubble column reactor

Jae Hwan Choi, Chan Kim, Jong Min Lee* │  Industrial & Engineering Chemistry Research │  9303-9314

Dimensionality reduction for clustering of nonlinear industrial data: A tutorial

Hae Rang Roh, Chae Sun Kim, Yongseok Lee, Jong Min Lee* │  Korean Journal of Chemical Engineering │  987-1001

Optimal design of BOG reliquefaction systems for LNG carriers: A focus on GMS performance during loaded voyages

Hyunjun Shin, Dongchan Kim, Wonjae Choi, Jong Min Lee* │  Korean Journal of Chemical Engineering │  901-921