Jonggeol Na

About Jonggeol Na

Jonggeol Na, With an exceptional h-index of 21 and a recent h-index of 20 (since 2020), a distinguished researcher at Ewha Womans University, specializes in the field of process systems engineering, machine learning, multiscale modeling.

His recent articles reflect a diverse array of research interests and contributions to the field:

Production rescheduling via explorative reinforcement learning while considering nervousness

Computational Fluid Dynamics Simulation for Controllable Residence Time Distribution in a Slug Flow Crystallizer

Ultrasound-based separation of ethanol-water mixtures is economically advantageous and sustainable

Materials Discovery with Extreme Properties via Reinforcement Learning-Guided Combinatorial Chemistry

Green hydrogen and sustainable development–A social LCA perspective highlighting social hotspots and geopolitical implications of the future hydrogen economy

Materials Discovery with Extreme Properties via AI-Driven Combinatorial Chemistry

Explainable artificial intelligence for fault diagnosis of industrial processes

Techno-economic analysis and life-cycle assessment of the electrochemical conversion process with captured CO 2 in an amine-based solvent

Jonggeol Na Information

University

Position

___

Citations(all)

1722

Citations(since 2020)

1575

Cited By

476

hIndex(all)

21

hIndex(since 2020)

20

i10Index(all)

43

i10Index(since 2020)

39

Email

University Profile Page

Google Scholar

Jonggeol Na Skills & Research Interests

process systems engineering

machine learning

multiscale modeling

Top articles of Jonggeol Na

Production rescheduling via explorative reinforcement learning while considering nervousness

Computers & Chemical Engineering

2024/8

Computational Fluid Dynamics Simulation for Controllable Residence Time Distribution in a Slug Flow Crystallizer

Crystal Growth & Design

2024/4/12

Ultrasound-based separation of ethanol-water mixtures is economically advantageous and sustainable

Cell Reports Physical Science

2024/2/21

Materials Discovery with Extreme Properties via Reinforcement Learning-Guided Combinatorial Chemistry

Chemical Science

2024

Green hydrogen and sustainable development–A social LCA perspective highlighting social hotspots and geopolitical implications of the future hydrogen economy

Journal of Cleaner Production

2023/4/1

Jonggeol Na
Jonggeol Na

H-Index: 15

Materials Discovery with Extreme Properties via AI-Driven Combinatorial Chemistry

arXiv preprint arXiv:2303.11833

2023/3/21

Explainable artificial intelligence for fault diagnosis of industrial processes

IEEE Transactions on Industrial Informatics

2023/1/30

Techno-economic analysis and life-cycle assessment of the electrochemical conversion process with captured CO 2 in an amine-based solvent

Energy & Environmental Science

2023/6/9

A chemically inspired convolutional neural network using electronic structure representation

Journal of Materials Chemistry A

2023

Jonggeol Na
Jonggeol Na

H-Index: 15

Seoin Back
Seoin Back

H-Index: 24

Multi-objective optimization of explosive waste treatment process considering environment via Bayesian active learning

Engineering Applications of Artificial Intelligence

2023/1/1

Optimal planning of hybrid energy storage systems using curtailed renewable energy through deep reinforcement learning

Energy

2023/12/1

Won Bo Lee
Won Bo Lee

H-Index: 20

Jonggeol Na
Jonggeol Na

H-Index: 15

Microkinetic study of syngas conversion to dimethyl ether over a bifunctional catalyst: CZA/FER

Korean Journal of Chemical Engineering

2023/11

Comparison of derivative-free optimization: energy optimization of steam methane reforming process

International Journal of Energy Research

2023/6/3

A stochastic agent-based cooperative scheduling model of a multi-vector microgrid including electricity, hydrogen, and gas sectors

Journal of Power Sources

2022/10/30

Physics-informed deep learning for data-driven solutions of computational fluid dynamics

Korean Journal of Chemical Engineering

2022/3

Jonggeol Na
Jonggeol Na

H-Index: 15

Jong Min Lee
Jong Min Lee

H-Index: 18

Origin of Hydrogen Incorporated into Ethylene during Electrochemical CO2 Reduction in Membrane Electrode Assembly

ACS Energy Letters

2022/2/11

Deep neural network-based optimization framework for safety evacuation route during toxic gas leak incidents

Reliability Engineering & System Safety

2022/2/1

Ju-Sung Lee
Ju-Sung Lee

H-Index: 2

Jonggeol Na
Jonggeol Na

H-Index: 15

Data-driven robust optimization for minimum nitrogen oxide emission under process uncertainty

Chemical Engineering Journal

2022/1/15

Multi-Objective Bayesian Optimization for Design and Operating of Fluidized Bed Reactor

2022/1/1

Microenvironments of Cu catalysts in zero-gap membrane electrode assembly for efficient CO 2 electrolysis to C 2+ products

Journal of Materials Chemistry A

2022

See List of Professors in Jonggeol Na University(Ewha Womans University)

Co-Authors

academic-engine