[S05] A 2D convolutional neural network approach for meteorological forecasting for enhancing renewable enrgy system operations
Dongho Han, Seongmin Heo*, Jay H. Lee*

[S04] Techno-economic analysis of amine-based post-combustion carbon capture process with flexibility considerations
Hae Yong Jung, Hyungmuk Lim, Seongmin Heo*

[S03] Noninvasive inline imaging and computer vision-based quality variable estimation for continuous slug-flow tubular crystallizers
Derrick Adams, Jay H. Lee, Shin Hyuk Kim*, Seongmin Heo*

[S02]  Enhancing data efficiency and feature identification for lithium-ion battery lifespan prediction by deciphering interpretation of temporal patterns and cyclic variability using attention-based models
Jaewook Lee, Seongmin Heo, Jay H. Lee*

[S01] Synergy evaluation for joint expansion planning of green hydrogen and renewable electricity supply chains: A South Korea case
Yechan Choi, Mingyu Kim, Shin Hyuk Kim, Seongmin Heo*

[J29] Multi-period, multi-timescale stochastic optimization model for simultaneous capacity investment and energy management decisions for hybrid Micro-Grids with green hydrogen production under uncertainty
Sunwoo Kim, Yechan Choi, Joungho Park, Derrick Adams, Seongmin Heo, Jay H. Lee*
Renewable & Sustainable Energy Reviews 190, 114049, 2024. (Link)

[J28] Techno-economic analysis of solar powered green hydrogen system based on multi-objective optimization of economics and productivity
Joungho Park, Sungho Kang, Sunwoo Kim, Hyun-Seok Cho, Seongmin Heo, Jay H. Lee*
Energy Conversion and Management 299, 117823, 2024. (Link)

[J27] Applying real options with reinforcement learning to assess commercial CCU deployment
Jeehwan S. Lee, Woopill Chun, Kosan Roh, Seongmin Heo*, Jay H. Lee*
Journal of CO2 Utilization 77, 102613, 2023. (Link)

[J26] A hybrid modeling framework for efficient development of Fischer-Tropsch kinetic models
Ji Hee Kim, Geun Bae Rhim, Naeun Choi, Min Hye Youn, Dong Hyun Chun*, Seongmin Heo*
Journal of Industrial & Engineering Chemistry 118, 318-329, 2023. (Link)

[J25] An iterative constrained least squares method for continuous piecewise linear approximation
Ji Hee Kim, Naeun Choi, Seongmin Heo*
Computers & Chemical Engineering 168, 108056, 2022. (Link)

[J24] Sustainability analysis framework based on global market dynamics: A carbon capture and utilization industry case
Kyung Hwan Ryu, Boeun Kim, Seongmin Heo*
Renewable & Sustainable Energy Reviews 166, 112639, 2022. (Link)

[J23] Risk-based uncertainty assessment to identify key sustainability hurdles for emerging CO2 utilization technologies
Jeehwan S. Lee, Juyeong Jung, Kosan Roh, Seongmin Heo, Ung Lee, Jay H. Lee*
Green Chemistry 24, 4588-4605, 2022. (Link)

[J22] Electrode design and performance of flow-type electrochemical lithium recovery (ELR) systems
Seon Yeop Jung, Hwajoo Joo, Ji Hee Kim, Seoni Kim, Seongmin Heo*, Jeyong Yoon*
Desalination 532, 115732, 2022. (Link)

[J21] Feature variance regularization method for autoencoder-based one-class classification
Boeun Kim, Kyung Hwan Ryu, Ji Hee Kim, Seongmin Heo*
Computers & Chemical Engineering 161, 107776, 2022. (Link)

[J20] Mean squared error criterion for model-based design of experiments with subset selection
Boeun Kim, Kyung Hwan Ryu, Seongmin Heo*
Computers & Chemical Engineering 159, 107667, 2022. (Link)

[J19] Model predictive control for amine-based CO2 capture process with advanced flash stripper
Howoun Jung, Seongmin Heo*, Jay H. Lee*
Control Engineering Practice 114, 104885, 2021. (Link)

[J18] Kinetic modeling of diesel autothermal reforming for fuel cell auxiliary power units
Daewook Kim, Suhang Choi, Sohyun Jeong, Minseok Bae, Sai P. Katikaneni, Joongmyeon Bae, Seongmin Heo*, Jay H. Lee*
Chemical Engineering Journal 424, 130564, 2021. (Link)

[J17] Dynamic analysis and linear model predictive control for operational flexibility of post-combustion CO2 capture processes
Howoun Jung, Dasom Im, Seongmin Heo, Boeun Kim, Jay H. Lee*
Computers & Chemical Engineering 140, 106968, 2020. (Link)

[J16] Three-stage design of high-resolution microalgae-based biofuel supply chain using geographic information system
Seongwhan Kang, Seongmin Heo, Matthew J. Realff, Jay H. Lee*
Applied Energy 265, 114773, 2020. (Link)

[J15] Mathematical modeling of microalgal internal metabolic behaviors under heterotrophic condition and its application
Kyung Hwan Ryu, Boeun Kim, Seongmin Heo, Yong Keun Chang, Jay H. Lee*
Industrial & Engineering Chemistry Research 59, 1631-1645, 2020. (Link)

[J14] Comparative techno-economic analysis of transesterification technologies for microalgal biodiesel production
Hyun Young Heo, Seongmin Heo, Jay H. Lee*
Industrial & Engineering Chemistry Research 58, 18772-18779, 2019. (Link)

[J13] Evaluation of the ship motion effects on the NaOH/air absorption system performance
Yongho Son, Sangyoon Lee, Seongmin Heo*
Chemical Engineering Science 207, 1049-1059, 2019. (Link)

[J12] Statistical process monitoring of the Tennessee Eastman process using parallel autoassociative neural networks and a large dataset
Seongmin Heo, Jay H. Lee*
Processes 7, 411-431, 2019. (Link)

[J11] Nonlinear control of high duty counter-current heat exchangers using reduced order model
Seongmin Heo*
Applied Thermal Engineering 157, 113720, 2019. (Link)

[J10] Improved microalgae production by using a heat supplied open raceway pond
Kyung Hwan Ryu, Ju Yeong Lee, Seongmin Heo and Jay H. Lee*
Industrial & Engineering Chemistry Research 58, 9099-9108, 2019. (Link)

[J09] Parallel neural networks for improved nonlinear principal component analysis
Seongmin Heo, Jay H. Lee*
Computers & Chemical Engineering 127, 1-10, 2019. (Link)

[J08] Design and evaluation of sustainable lactide production process with an one-step gas phase synthesis route
Seongmin Heo, Hyun Woo Park, Jay H. Lee, Yong Keun Chang*
ACS Sustainable Chemistry & Engineering 7, 6178-6184, 2019. (Link)

[J07] Techno-economic analysis of microalgae-based lipid production: considering influences of microalgal species
Seongwhan Kang, Seongmin Heo, Jay H. Lee*
Industrial & Engineering Chemistry Research 58, 944-955, 2019. (Link)

[J06] A mathematical model of intracellular behavior of microalgae for predicting growth and intracellular components syntheses under nutrient-replete and -deplete conditions
Kyung Hwan Ryu, Min-Gyu Sung, Boeun kim, Seongmin Heo, Yong Keun Chang, Jay H. Lee*
Biotechnology and Bioengineering 115, 2441-2455, 2018. (Link) * Selected as the front cover article

[J05] Time scale decomposition in complex reaction systems: a graph theoretic analysis
Udit Gupta, Seongmin Heo, Aditya Bhan*, Prodromos Daoutidis*
Computers & Chemical Engineering 95, 170-181, 2016. (Link)

[J04] Control-relevant decomposition of process networks via optimization-based hierarchical clustering
Seongmin Heo, Prodromos Daoutidis*
AIChE Journal 62, 3177-3188, 2016. (Link)

[J03] Graph-theoretic analysis of multitime scale dynamics in complex material integrated plants
Seongmin Heo, Prodromos Daoutidis*
Industrial & Engineering Chemistry Research 54, 10322-10333, 2015. (Link)

[J02] Automated control structure design for complex chemical process networks
Seongmin Heo, W. Alex Marvin, Prodromos Daoutidis*
Chemical Engineering Science 136, 76-87, 2015. (Link)

[J01] Graph reduction of complex energy-integrated networks: process systems applications
Seongmin Heo, Srinivas Rangarajan, Prodromos Daoutidis*, Sujit S. Jogwar
AIChE Journal 60, 995-1012, 2014. (Link)