Latest Articles

State of the art process systems engineering articles from Na Research Group

Our optimization study published in International Journal of Energy Research

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The study Comparison of derivative-free optimization: Energy optimization of steam methane reforming process, co-first authored by student Areum Han from our lab and Dr. Minsu…

The group’s AI-based energy systems is discussed in an issue of Energy

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Our research "Optimal planning of hybrid energy storage systems using curtailed renewable energy through deep reinforcement learning" is published in Energy. Our alumni Doeun Kang…

The cover of JMCA highlights the group’s Autonomous Materials Discovery research

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우리 연구실 신다은 연구원의 첫 논문이자, 우리 연구실 대학원생의 첫 주저자 연구논문이 온라인 출판되었습니다! 특히 Journal of Materials Chemistry의 Back Cover로 선정되어 곧 업데이트될 예정입니다.…

Our XAI for Process Monitoring research is published in IEEE TII (IF: 11.6, <3%)

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이화여자대학교 나종걸 교수 연구팀은 연세대학교 화공생명공학과 문일 교수 연구팀과의 공동 연구를 통해 설명가능한 인공지능 기반의 이상 탐지 및 진단 프레임워크를 새롭게 개발했다. 공정 모니터링은 공정…

Featured Content: Front cover for JMCA

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Check out our new article on microenvironments of Cu catalysts in zero-gap membrane electrode assembly for efficient CO2 electrolysis to C2+ products featured on the…

The front cover of ACS Energy Letters highlights the group’s research in multiphysics simulation of electrochemical CO2 reduction

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The front cover of ACS Energy Letters highlights the group’s research in multiphysics simulation of electrochemical CO2 reduction. This work is in collaboration with Prof.…

Our autonomous product design research is discussed in an issue of Journal of Chemical Information and Modeling

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Na Group’s ML-based chemical product design research is discussed in an issue Journal of Chemical Information and Modeling. This work is in collaboration with Prof.…

The group’s ML-PSE research is discussed in an issue of Computers & Chemical Engineering

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The Na Group has published a new study in Computers & Chemical Engineering journal (top-tier journal in Process Systems Engineering). This study is a study…

Our ML-based catalyst design research is discussed in an issue of ACS Catalysis (IF: 12.350, JCR: 7.233%)

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Na Group's ML-based catalyst design research is discussed in an issue of ACS Catalysis (IF: 12.350, JCR: 7.233%). This work is in collaboration with Prof.…

Subin Park’s Review Paper has been published in a special issue of Catalysts

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Congratulation! Subin Park (박수빈 학부 16)'s first review paper has been published in a special issue of Catalysts. We collaborated this work with Prof. Chan…

The group’s Machine Learning research is discussed in an issue of Applied Energy (IF: 8.848, JCR: 3.846%)

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Congratulation! Our new work related to Bayesian inference to estimate the uncertain parameters of novel Carbon Capture Solvent (lean-water amine) is discussed in an issue…

Collaborative work with Prof. Back (Sogang Univ.) “In silico discovery of active, stable, CO-tolerant and cost-effective electrocatalysts for hydrogen evolution and oxidation” is published in Physical Chemistry Chemical Physics

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The group's machine learning work throughout first-principle models is published in Physical Chemistry Chemical Physics. We collaborated with Prof. Back group (Sogang Univ.) and Prof.…

The group’s electrochemical CO2 reduction research is discussed in an issue of Chemical Society Reviews (IF: 42.846, JCR: 0.847%)

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Our paper has been accepted in Chemical Society Reviews (IF: 42.846, JCR: 0.847%) The electrochemical reduction of CO2 stores intermittent renewable energy in valuable raw materials,…

Data driven pilot optimization for electrochemical CO mass production published in Journal of Materials Chemistry A (IF: 11.301)

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Our paper has been accepted in Journal of Materials Chemistry A (IF: 11.301) Electroreduction systems to convert CO2 into CO via Ag electrodes have been…

Toward the practical application of direct carbon dioxide hydrogenation technology for methanol production published in International Journal of Energy Research (June 2020, JCR 1.471%)

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Toward the practical application of direct carbon dioxide hydrogenation technology for methanol production published in International Journal of Energy Research (June 2020, JCR: 1.471%) ABSTRACT…