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Won Bo Lee

Seoul National University

Kwanak-gu

Seoul, 151-742

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

10

DOWNLOADS

602

TOTAL CITATIONS

0

Scholarly Papers (10)

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)

Abstract:

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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
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.

Crown Ether Complex-Incorporated Li-Ion Selective Separators for High-Performance Li-S Batteries

Number of pages: 37 Posted: 06 Mar 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Seoul National University, Seoul National University, Sungkyunkwan University, Korea Institute of Science and Technology (KIST), affiliation not provided to SSRN, affiliation not provided to SSRN, Seoul National University and affiliation not provided to SSRN
Downloads 95 (715,072)

Abstract:

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Separator, Li-ions channel, crown ether, molecular dynamics simulation, Li-S battery.

4.

From Prediction to Synthesis: Dft-Active Learning-Guided Design of Multimetallic Catalysts for Hydrogen Evolution

Number of pages: 31 Posted: 26 Mar 2025
Seoul National University, affiliation not provided to SSRN, affiliation not provided to SSRN, Seoul National University, affiliation not provided to SSRN, affiliation not provided to SSRN, Seoul National University and Korea University
Downloads 77 (837,727)

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Electrocatalyst, Multimetallic alloys, Hydrogen Evolution Reaction, Density functional theory calculations, Active learning

5.

Surrogate-Model-Based Optimization of a Nonideal Polymerization Reactor for Producing Tailored Molecular Weight Distribution

Number of pages: 48 Posted: 16 Feb 2024
Sunkyu Shin, Won Bo Lee and Myung-June Park
Seoul National University, Seoul National University and Ajou University
Downloads 61 (970,490)

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Surrogate model, Neural network, molecular weight distribution, Nonideal mixing, Optimization

6.

N-Cnt/Co@Mos2 Heterostructure on Carbon Cloth to Enhance the Ph-Universal Hydrogen Evolution Reaction Performance

Number of pages: 30 Posted: 26 Jul 2024
affiliation not provided to SSRN, Konkuk University, Seoul National University, Seoul National University, Korea University, Seoul National University of Science and Technology and Yonsei University
Downloads 42 (1,157,785)

Abstract:

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Carbon nanotube, transition metal dichalcogenides, heterostructure, hydrogen evolution reaction (HER), electrocatalyst, density functional theory (DFT)

7.

Machine Learning-Driven Alloy Design Toward Boosting Oxygen Evolution Reaction

Number of pages: 31 Posted: 02 Apr 2025
Kyonggi University, Seoul National University, Seoul National University, Dongguk University, Korea University and Kyonggi University - Department of Advanced Materials Engineering
Downloads 40 (1,183,237)

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Water electrolysis, oxygen evolution reaction, alloys, computational design, High-Throughput Screening

8.

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

Number of pages: 32 Posted: 02 Mar 2023
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)

Abstract:

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

9.

Ni–Deficient Nio/Downsized Ruo2 Composite Catalyst with Rivalrous Size Evolution for Rechargeable Li–Co2 Batteries

Number of pages: 40 Posted: 27 Jul 2025
Konkuk University, affiliation not provided to SSRN, Seoul National University, Konkuk University, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea University, Korea University, affiliation not provided to SSRN, Hanyang University, Hanyang University, Konkuk University, Konkuk University, affiliation not provided to SSRN, Seoul National University, Korea University, affiliation not provided to SSRN and Konkuk University
Downloads 25 (1,399,036)

Abstract:

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Li-CO2 batteries, Catalyst, Nickel oxide, Ruthenium oxide, particle size engineering

10.

Unraveling the Synergistic Mechanism of N-CNT/Co@MoS2 Heterostructure for pH-Universal Hydrogen Evolution Reaction

Number of pages: 28 Posted: 28 Feb 2026
affiliation not provided to SSRN, Konkuk University, Seoul National University, affiliation not provided to SSRN, Yonsei University, Seoul National University, Korea University, Seoul National University of Science and Technology and Yonsei University
Downloads 14 (1,509,872)

Abstract:

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carbon nanotube (CNT), transition metal dichalcogenides, hydrogen evolution reaction (HER), electrocatalyst, Density functional theory (DFT)