Suhyun Lee (이수현)'s first paper, "Techno-economic analysis and life-cycle assessment of the electrochemical conversion process with captured CO2 in an amine-based solvent", was published in…
Suhyun Lee (이수현)'s first paper, "Techno-economic analysis and life-cycle assessment of the electrochemical conversion process with captured CO2 in an amine-based solvent", was published in…
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…
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…
Mingyeong Jeon, Heon Jeong Oh, and Chae Won Yoon started Lab. Internship at Na Group. Welcome! Mingyeong will start her M.S. course from September. Heon…
Na group attended the 22nd World Congress of the International Federation of Automatic Control (IFAC) held in Yokohama, Japan. (From left to right) Yuna, Geunseo,…
Youlim Chung will start her internship at Na Group in March 2023. Her research theme is multi-scale TEA/LCA, which integrates multi-scale simulation and TEA/LCA platform…
Welcome on Board. Jeewon, Suyeon, and Yejin start a B.S. student internship in our group. Jeewon will conduct TEA/LCA works for the circular economy. Suyeon…
Heesue will start her intern program in ASML from September 19, 2022. Her research theme is machine learning for product design. Welcome on Board~! Also,…
Na Group attended The 13th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS) in Busan. Students who study ML-PSE-related themes have…
우리 연구실 한아름 학생 (석박통합과정 2022년 3월 입학)이 2022년도 춘계 한국화학공학회에서 Performance comparison of Bayesian optimization and derivative-free optimization and application for SMR hydrogen production이라는…
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. This work is in collaboration with Prof.…
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.…
Na Group students and Prof. Na attended 2021 KIChE Fall Meeting (광주 김대중 컨벤션센터, Oct. 27-29). Juyoen gave an oral presentation and Daeun, Jiwoo, Chaeeun,…
My research group focuses on accelerating process systems design and optimization via autonomous discovery of new designs for sustainable chemical processes through artificial intelligence and multiscale simulation. An…
Detailed information and article can be found at http://ewha.ac.kr/ewha/research/results.do?mode=view&articleNo=329221 Mass Transport Control by Surface Graphene Oxide for Selective CO Production from Electrochemical CO2 Reduction 나종걸…
Sumin Hwangbo joins our group as an research intern from July. Her project is developing supply chain framework throughout hydrogen production/transport/utilization using reinforcement learning to…
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…
우리 연구실 (Advanced Manufacturing Systems Lab. ) 이 한국연구재단 신진연구(우수신진) 사업에 선정되어, Autonomous Design of Chemical Systems with Closed-loop Artificial Intelligence (4년, 6억)을 수행하게 되었습니다.…
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.…
Sohyeon Park has newly joined our laboratory as an undergraduate intern. She is planning to enter a graduate course for studying process design regarding multi-scale…
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…
We introduce a new group member Yejin. Her themes are related to techno-economic analysis and life-cycle assessment of various electrochemical and environmental processes. She is…
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…
Congratulation! 우리 연구실에서 7개월 동안 인턴을 수행한 김하은, 박수빈양이 각각 삼성전자와 한국BASF/삼성전자에 최종합격하였습니다. 김하은양은 physics-informed machine learning이라는 주제를 가지고 반응기 시뮬레이션을 머신러닝을 통해 가속화하는 연구를…
Advanced Manufacturing Systems lab.에 새로운 인턴학생들이 들어왔습니다! 이번 겨울방학부터 각자 맡은 연구주제를 가지고 즐거운 시간들을 보냈으면 좋겠습니다. 머신러닝을 이용한 (재료, 반응기, 공정) 시스템자율설계: @신다은, @한아름, @류유빈, @최혜연청정화학공정 (전기화학기반 CO2…