Seongmin Heo

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 7

Top Topics

Theoretic Analysis

Attention Mechanism

Control Structure

Hierarchical Clustering

Top Venues

Comput. Chem. Eng.

Publications

Jaewook Lee, Seongmin Heo, Jay H. Lee
Attention Mechanism for Lithium-Ion Battery Lifespan Prediction: Temporal and Cyclic Attention. CoRR (2023)
Ji Hee Kim, Naeun Choi, Seongmin Heo
An iterative constrained least squares method for continuous piecewise linear approximation. Comput. Chem. Eng. 168 (2022)
Boeun Kim, Kyung Hwan Ryu, Ji Hee Kim, Seongmin Heo
Feature variance regularization method for autoencoder-based one-class classification. Comput. Chem. Eng. 161 (2022)
Boeun Kim, Kyung Hwan Ryu, Seongmin Heo
Mean squared error criterion for model-based design of experiments with subset selection. Comput. Chem. Eng. 159 (2022)
Howoun Jung, Dasom Im, Seongmin Heo, Boeun Kim, Jay H. Lee
capture processes. Comput. Chem. Eng. 140 (2020)
Seongmin Heo, Jay H. Lee
Parallel neural networks for improved nonlinear principal component analysis. Comput. Chem. Eng. 127 (2019)
Udit Gupta, Seongmin Heo, Aditya Bhan, Prodromos Daoutidis
Time scale decomposition in complex reaction systems: A graph theoretic analysis. Comput. Chem. Eng. 95 (2016)
Seongmin Heo, Prodromos Daoutidis
Input/output hierarchical clustering in process networks based on relative degrees. ACC (2015)
Seongmin Heo, Dimitrios Georgis, Prodromos Daoutidis
Control structure design for complex energy integrated networks using graph-theoretic methods. MED (2013)
Seongmin Heo, Sujit S. Jogwar, Srinivas Rangarajan, Prodromos Daoutidis
Graph reduction for hierarchical control of energy integrated process networks. CDC (2012)