Research Interests
■ AI-based modeling and optimization
ㅤ▷ Material property prediction
ㅤ▷ AI-based Catalysts design (collab. with Prof. Rho @ SEOULTECH)
ㅤㅤ※ LINK: https://insoo621.wixsite.com/mysite
ㅤ▷ AI-based engineering pattern prediction
■ Environmental friendly chemical process design
ㅤ▷ Waste recycle/recovery for CCU and SCU (desalination, concrete, seashells)
ㅤ▷ Spent lithium-ion batteries (LIBs) recycling process design
ㅤ▷ Cryogenic carbon capture (CCC)-based process design
■ Carbon-neutral engineering
ㅤ▷ Carbon-based process design
ㅤ▷ Database for carbon emission prediction
■ CFD-based modeling and design (collab. with Dr. Cho @ KITECH)
ㅤㅤ※ LINK: https://scholar.google.co.kr/citations?user=QsjS7I4AAAAJ&hl=ko
ㅤ▷ Microbubble scrubber for simultaneous reduction of pollutants (SOx, NOx, CO2, PM)
ㅤ▷ Hydrogen leakage CFD simulation for process safety
ㅤ▷ Refinery and petrochemical equipment design (RFCC, plastic pyrolysis & gasification)
■ Blue/Green hydrogen production process (collab. with Dr. Lee @ KITECH)
ㅤㅤ※ LINK: https://scholar.google.co.kr/citations?hl=ko&user=guPkb4cAAAAJ
ㅤ▷ SMR process design and operation (150 Nm3/h)
ㅤ▷ Blue hydrogen process by SMR + CCUS
ㅤ▷ Green hydrogen process by ammonia cracking
ㅤ▷ Machine-learning based modeling and optimization
ㅤ▷ Data-driven process monitoring and fault diagnosis
■ Multi-scale modeling (collab. with Prof. Ga @ UOU)
ㅤㅤ※ LINK: https://sebyga.github.io/resume/
ㅤ▷ Molecular and process simulations
ㅤ▷ Adsorption and membrane processes with MOFs and COFs for gas separation
ㅤ▷ Adsorbent material and membrane material screening for green hydrogen production