Seongmin Heo

12 papers C 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Extracting key temporal and cyclic features from VIT data to predict lithium-ion battery knee points using attention mechanisms.
Comput. Chem. Eng.
Jaewook Lee, Seongmin Heo, Jay H. Lee
2025 J jnl
Noninvasive inline imaging and computer vision-based quality variable estimation for continuous slug-flow crystallizers.
Comput. Chem. Eng.
Derrick Adams, Jay H. Lee, Shin Hyuk Kim, Seongmin Heo
2023 J jnl
Attention Mechanism for Lithium-Ion Battery Lifespan Prediction: Temporal and Cyclic Attention.
CoRR
Jaewook Lee, Seongmin Heo, Jay H. Lee
2022 J jnl
An iterative constrained least squares method for continuous piecewise linear approximation.
Comput. Chem. Eng.
Ji Hee Kim, Naeun Choi, Seongmin Heo
2022 J jnl
Feature variance regularization method for autoencoder-based one-class classification.
Comput. Chem. Eng.
Boeun Kim, Kyung Hwan Ryu, Ji Hee Kim, Seongmin Heo
2022 J jnl
Mean squared error criterion for model-based design of experiments with subset selection.
Comput. Chem. Eng.
Boeun Kim, Kyung Hwan Ryu, Seongmin Heo
2020 J jnl
Dynamic analysis and linear model predictive control for operational flexibility of post-combustion CO
Comput. Chem. Eng.
Howoun Jung, Dasom Im, Seongmin Heo, Boeun Kim, Jay H. Lee
2019 J jnl
Parallel neural networks for improved nonlinear principal component analysis.
Comput. Chem. Eng.
Seongmin Heo, Jay H. Lee
2016 J jnl
Time scale decomposition in complex reaction systems: A graph theoretic analysis.
Comput. Chem. Eng.
Udit Gupta, Seongmin Heo, Aditya Bhan, Prodromos Daoutidis
2015 C conf
Input/output hierarchical clustering in process networks based on relative degrees.
ACC
Seongmin Heo, Prodromos Daoutidis
2013 — conf
Control structure design for complex energy integrated networks using graph-theoretic methods.
MED
Seongmin Heo, Dimitrios Georgis, Prodromos Daoutidis
2012 — conf
Graph reduction for hierarchical control of energy integrated process networks.
CDC
Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis