Jonggeol Na - Publications, H-index & Citations

Jonggeol Na

Ewha Womans University

28H指数

121论文数

3.5K被引数

收录论文 70

发表时间

Optimizing lignin-first biorefinery for sustainable aviation fuel blendstock production: A comparative study of thermochemical and electrochemical hydrodeoxygenation routes 优化以木质素为先的生物精炼厂用于可持续航空燃料混合组分生产：热化学和电化学加氢脱氧路线的比较研究

Energy Conversion and Management

IF10.9

2026-08-21

PREAI

Chaewon Youn; Myeonghwan Oh; Woong Hee Lee; Dong Ki Lee; Jaehoon Kim; Jonggeol Na

Recoverable macroporous polyanion bead catalysts for scalable continuous chemical depolymerization of polyethylene terephthalate 可回收的大孔多聚阴离子微球催化剂用于聚对苯二甲酸乙二醇酯的可扩展连续化学解聚

Nature Communications

IF15.7

2026-07-29

OAAI

Yongsu Kim; Youngwon Lee; Ji Hee Yun; Noh-Moon Lee; Bonjae Koo; Jonggeol Na; Hyeong Jun Kim

Insight into safety and economic trade-offs for high-pressure PEMEC operation using Bayesian optimization

Applied Energy

IF11

2026-01-21

PREAI

Jing Dang; Meng Qi; Jonggeol Na; Zijian Deng; Chi-Min Xu; Wei Feng; Yi Liu

Simultaneous optimization of reactor design and operating conditions using geometry-aware physics-informed neural network 基于几何感知物理信息神经网络的同时优化反应器设计与操作条件

Chemical Engineering Journal

IF13.2

2025-12-13

PREAI

Sunkyu Shin; Yubin Ryu; Won Bo Lee; Jonggeol Na

Toward sustainable ammonia: A techno-economic and environmental assessment of emerging electrochemical ammonia synthesis pathways 迈向可持续氨：新兴电化学氨合成路径的技术经济与环境评估

Chemical Engineering Journal

IF13.2

2025-10-01

PREAI

Juyeon Kim; Sangwoo Lee; Woong Choi; Jonggeol Na

Physics-informed neural network with moving boundary constraints for modeling hydraulic fracturing 基于移动边界约束的物理信息神经网络用于水力压裂建模

Computers & Chemical Engineering

IF3.9

2025-08-05

OAAI

Yubin Ryu; Parth Shah; Jonggeol Na; Joseph Sang-Il Kwon

Self-driving laboratories with artificial intelligence: An overview of process systems engineering perspective 人工智能驱动的自动驾驶实验室：从过程系统工程视角的概述

Computers & Chemical Engineering

IF3.9

2025-07-26

PREAI

Youhyun Kim; Hayoung Doo; Daeun Shin; Seo Yoon Lee; Yugyeong Roh; Seongeun Park; Heejin Song; Yujin Jung; Hyuk Jun Yoo; Sang Soo Han; Jong Woo Kim; Maximilian O. Besenhard; Ye Seol Lee; Jonggeol Na

Assessing Grid Penalized Reinforcement Learning for Renewable Energy Management of Power-to-X Integrated With Intermediate Storage 评估网格惩罚强化学习在集成中间储能的Power-to-X可再生能源管理中的应用

IEEE Transactions on Sustainable Energy

IF10

2025-06-25

PREAI

Jeongdong Kim; Jonggeol Na; Joseph Sang-Il Kwon; Seongbin Ga; Sungho Suh; Junghwan Kim

Discovering the Origin of Catalyst Performance and Degradation of Electrochemical CO2 Reduction through Interpretable Machine Learning 通过可解释机器学习探究电化学CO2还原催化剂性能及其衰减的起源

ACS CATALYSIS

IF13.1

2025-01-22

PREAI

Shin, D; Karasu, H; Jang, K; Kim, C; Kim, K; Kim, D; Sa, YJ; Lee, KB; Chae, KH; Moon, I; Won, DH; Na, J; Lee, U

Explainable Artificial Intelligence for Fault Diagnosis of Industrial Processes 用于工业过程故障诊断的可解释人工智能

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

IF9.9

2025-01-01

PREAI

Jang, Kyojin; Pilario, Karl Ezra Salgado; Lee, Nayoung; Moon, Il; Na, Jonggeol

Maximizing biomass utilization: An integrated strategy for coproducing multiple chemicals

JOURNAL OF ENERGY CHEMISTRY

IF14.9

2025-01-01

PREAI

Ahn, Byeongchan; Jo, Sua; Na, Jonggeol; Liu, J. Jay; Kim, Young-Ju; Won, Wangyun

A Shortcut Modeling Platform for Optimizing Catalyst Distribution of the CO2-to-Methanol Process

INTERNATIONAL JOURNAL OF ENERGY RESEARCH

IF4.2

2025-01-01

OAAI

Lee, Hee Won; Kim, Kyeongsu; Na, Jonggeol; Kim, Honggon; Lee, Hyunjoo; Kim, Changsoo; Jung, Kwang-Deog; Hye, Won Da; Tak, Kyungjae; Lee, Ung

Multiphysics generalization in a polymerization reactor using physics-informed neural networks

CHEMICAL ENGINEERING SCIENCE

IF4.3

2024-10-01

PREAI

Ryu, Yubin; Shin, Sunkyu; Lee, Won Bo; Na, Jonggeol

The AI circular hydrogen economist: Hydrogen supply chain design via hierarchical deep multi-agent reinforcement learning

CHEMICAL ENGINEERING JOURNAL

IF13.2

2024-10-01

PREAI

Song, Geunseo; Ifaei, Pouya; Ha, Jiwoo; Kang, Doeun; Won, Wangyun; Liu, J. Jay; Na, Jonggeol

Multi-period hydrogen supply chain planning for advancing hydrogen transition roadmaps 推进氢过渡路线图的多期氢供应链规划

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2024-08-01

PREAI

Khaligh, Vahid; Ghezelbash, Azam; Liu, Jay; Won, Wangyun; Koo, Junmo; Na, Jonggeol

Economic and environmental insights into the hybrid ethylene oxide production processes

CHEMICAL ENGINEERING JOURNAL

IF13.2

2024-08-01

PREAI

Kim, Seungwoo; Kim, Juyeon; Lee, Youngwon; Lee, Won Bo; Lee, Chan Woo; Jin, Kyoungsuk; Na, Jonggeol

Production rescheduling via explorative reinforcement learning while considering nervousness 在考虑紧张的同时通过探索性强化学习重新安排生产

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2024-07-01

PREAI

Hwangbo, Sumin; Liu, J. Jay; Ryu, Jun-Hyung; Lee, Ho Jae; Na, Jonggeol

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

CRYSTAL GROWTH & DESIGN

IF3.4

2024-04-12

PREAI

Lee, Chaeeun; Mou, Mingyao; Kim, Sunuk; Jiang, Mo; Na, Jonggeol

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

CELL REPORTS PHYSICAL SCIENCE

IF7.3

2024-02-01

OAAI

Ha, Ji Woo; Liu, Junli; Feng, Hao; Sahinidis, Nikolaos V.; Seo, Hyerin; Siirola, Jeffrey J.; Na, Jonggeol

Materials discovery with extreme properties via reinforcement learning-guided combinatorial chemistry 通过强化学习指导的组合化学发现具有极端特性的材料

CHEMICAL SCIENCE

IF7.4

2024-01-01

OAAI

Kim, Hyunseung; Choi, Haeyeon; Kang, Dongju; Lee, Won Bo; Na, Jonggeol

研究方向