Dr. Mingyu Jeon
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Position :
Post-Doc. Researcher
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Education :
B.S. Chemical and Biomolecular Engineering, KAIST, 2019
M.S. Chemical and Biomolecular Engineering, KAIST, 2021
Ph.D. Chemical and Biomolecular Engineering, KAIST, 2024
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E-mail :
mingyu1116@kist.re.kr
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Homepage :
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Research field:
Machine Learning Potential (MLP), Active Learning, DFT, MD, Porous and Conductive Metal Organic Frameworks (MOFs), Solid-State-Electrolyte (SSE)
A short biography
Mingyu Jeon joined KIST as a postdoctoral researcher in 2024. He received his B.S, M.S. and Ph.D. degree in Chemical and Biomolecular Engineering (CBE) from the Korea Advanced Institute of Science and Technology (KAIST) in 2019, 2021 and 2024, respectively, under the supervision of Professor Jihan Kim. During the Ph.D. period, his research primarily focuses on porous and conductive 2D MOFs and other conductive materials (TMD, Mxene etc.). He was particularly interested in studying their properties and behavior using various simulation techniques such as DFT, MD and GCMC simulation, and even incorporating deep learning such as transformer methodologies. During the post-doc career, he will be developing AI tools for designing superionic solid-state electrolytes using machine learning potentials and generative models.
