Seongmin Heo

According to our database, Seongmin Heo authored at least 10 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Attention Mechanism for Lithium-Ion Battery Lifespan Prediction: Temporal and Cyclic Attention.

Jaewook Lee, Seongmin Heo, Jay H. Lee

CoRR, 2023

2022

Feature variance regularization method for autoencoder-based one-class classification.

Boeun Kim, Kyung Hwan Ryu, Ji Hee Kim, Seongmin Heo

Comput. Chem. Eng., 2022

Mean squared error criterion for model-based design of experiments with subset selection.

Boeun Kim, Kyung Hwan Ryu, Seongmin Heo

Comput. Chem. Eng., 2022

An iterative constrained least squares method for continuous piecewise linear approximation.

Ji Hee Kim, Naeun Choi, Seongmin Heo

Comput. Chem. Eng., 2022

2020

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

Comput. Chem. Eng., 2020

2019

Parallel neural networks for improved nonlinear principal component analysis.

Seongmin Heo, Jay H. Lee

Comput. Chem. Eng., 2019

2016

Time scale decomposition in complex reaction systems: A graph theoretic analysis.

Udit Gupta, Seongmin Heo, Aditya Bhan, Prodromos Daoutidis

Comput. Chem. Eng., 2016

2015

Input/output hierarchical clustering in process networks based on relative degrees.

Seongmin Heo, Prodromos Daoutidis

Proceedings of the American Control Conference, 2015

2013

Control structure design for complex energy integrated networks using graph-theoretic methods.

Seongmin Heo, Dimitrios Georgis, Prodromos Daoutidis

Proceedings of the 21st Mediterranean Conference on Control and Automation, 2013

2012

Graph reduction for hierarchical control of energy integrated process networks.

Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis

Proceedings of the 51th IEEE Conference on Decision and Control, 2012