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Jonggeol Na

Ewha Womans University

11-1 Daehyun-dong

Seodaemun-gu

Seoul 120-750, Seoul 120

Korea, Republic of (South Korea)

  • Ewha Womans University

SCHOLARLY PAPERS

5

DOWNLOADS

293

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Multiphysics Generalization in Polymerization Reactors Using Physics-Informed Neural Networks

Number of pages: 33 Posted: 23 May 2023
Yubin Ryu, Sunkyu Shin, Won Bo Lee and Jonggeol Na
Ewha Womans University, Seoul National University, Seoul National University and Ewha Womans University
Downloads 111 (635,507)

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polymerization, reactor engineering, computational fluid dynamics, machine learning, physics-informed neural networks, digital transformation

2.

Economic and Environmental Insights into the Electrochemical Ethylene Oxide Production Processes

Number of pages: 38 Posted: 16 Feb 2024
Seungwoo Kim, Juyeon Kim, Won Bo Lee, Chan Woo Lee, Kyoungsuk Jin and Jonggeol Na
Seoul National University, Ewha Womans University, Seoul National University, Kookmin University, Korea University and Ewha Womans University
Downloads 107 (664,543)

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Ethylene oxide, CO2 utilization, Process simulation, Techno-economic analysis, Life-cycle assessment

3.

Unveiling the structural basis of Adeno-associated virus CNS tropism via geometric protein language modeling

Number of pages: 32 Posted: 05 Feb 2026
Seoyoun Park, Eunhyun Ji, Jonggeol Na and Kye Il Joo
Ewha Womans University, Ewha Womans University, Ewha Womans University and Ewha Womans University
Downloads 40 (1,222,651)

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adeno-associated virus capsid, protein language model, prediction model, central nervous system, blood–brain barrier, artificial intelligence

4.

Optimal Planning of Hybrid Energy Storage Systems Using Curtailed Renewable Energy Through Deep Reinforcement Learning

Number of pages: 32 Posted: 02 Mar 2023
Dongju Kang, Doeun Kang, Sumin Hwangbo, Haider Niaz, Won Bo Lee, Jay Liu and Jonggeol Na
Seoul National University, Ewha Womans University, Ewha Womans University, Pukyong National University, Seoul National University, Pukyong National University and Ewha Womans University
Downloads 30 (1,318,317)

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Process Planning, Reinforcement learning, Curtailed Renewable Energy, Machine Learning, energy management system, Mathematical Programming

5.

The Emissions Paradox of Green Hydrogen Quotas in Multi-Carrier Energy Hubs

Number of pages: 42 Posted: 18 Jun 2026
Mehdi Mehdinejad, Behnam Mohammadi-Ivatloo, Tae Hoon Oh and Jonggeol Na
Ulsan National Institute of Science and Technology (UNIST), Aalborg University, Ulsan National Institute of Science and Technology (UNIST) and Ewha Womans University
Downloads 5

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Green hydrogen quota, CO2 paradox, Renewable energy cannibalization, Multi-carrier energy hub, Temporal matching