Jonggeol Na

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Bayesian Inference

Minimum Description Length Criterion

Industrial Process

Top Venues

Comput. Chem. Eng.

Eng. Appl. Artif. Intell.

J. Chem. Inf. Model.

Publications

Sumin Hwangbo, J. Jay Liu, Jun-Hyung Ryu, Ho Jae Lee, Jonggeol Na
Production rescheduling via explorative reinforcement learning while considering nervousness. Comput. Chem. Eng. 186 (2024)
Sunghyun Cho, Minsu Kim, Jaewon Lee, Areum Han, Jonggeol Na, Il Moon
Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Hyunseung Kim, Haeyeon Choi, Dongju Kang, Won Bo Lee, Jonggeol Na
Materials Discovery with Extreme Properties via AI-Driven Combinatorial Chemistry. CoRR (2023)
Dongju Kang, Doeun Kang, Sumin Hwangbo, Haider Niaz, Won Bo Lee, J. Jay Liu, Jonggeol Na
Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning. CoRR (2022)
Seung-Kwon Seo, Young-Gak Yoon, Ju-sung Lee, Jonggeol Na, Chul-Jin Lee
Deep Neural Network-based Optimization Framework for Safety Evacuation Route during Toxic Gas Leak Incidents. Reliab. Eng. Syst. Saf. 218 (Part) (2022)
Kyojin Jang, Seokyoung Hong, Minsu Kim, Jonggeol Na, Il Moon
Adversarial Autoencoder Based Feature Learning for Fault Detection in Industrial Processes. IEEE Trans. Ind. Informatics 18 (2) (2022)
Hyunseung Kim, Jonggeol Na, Won Bo Lee
Generative chemical transformer: attention makes neural machine learn molecular geometric structures via text. CoRR (2021)
Jonggeol Na, Ji Hyun Bak, Nikolaos V. Sahinidis
Efficient Bayesian inference using adversarial machine learning and low-complexity surrogate models. Comput. Chem. Eng. 151 (2021)
Hyunseung Kim, Jonggeol Na, Won Bo Lee
Generative Chemical Transformer: Neural Machine Learning of Molecular Geometric Structures from Chemical Language via Attention. J. Chem. Inf. Model. 61 (12) (2021)
Won Je Lee, Jonggeol Na, Kyeongsu Kim, Chul-Jin Lee, Young-Geun Lee, Jong Min Lee
NARX modeling for real-time optimization of air and gas compression systems in chemical processes. Comput. Chem. Eng. 115 (2018)
Yong-kyu Lee, Jonggeol Na, Won Bo Lee
Robust design of ambient-air vaporizer based on time-series clustering. Comput. Chem. Eng. 118 (2018)
Seongeon Park, Jonggeol Na, Minjun Kim, Jong Min Lee
Multi-objective Bayesian optimization of chemical reactor design using computational fluid dynamics. Comput. Chem. Eng. 119 (2018)
Jonggeol Na, Jaeheum Jung, Chansaem Park, Chonghun Han
Simultaneous synthesis of a heat exchanger network with multiple utilities using utility substages. Comput. Chem. Eng. 79 (2015)
Jaeheum Jung, Kiwook Song, Seongho Park, Jonggeol Na, Chonghun Han
Optimal operation strategy of batch vacuum distillation for sulfuric acid recycling process. Comput. Chem. Eng. 71 (2014)