2023-2027, (Ongoing), Recommender system for personalized curation service, with ETRI

2022, CPU thermal management via Physics-Informed Neural Networks, with AMSquare.

2022, Recommender system for marketing, with TOOBPlus. 

2019, Douzone big data platform, with DOUZONE ICT Group. (as a researcher)

2018, Automated accounting system, with DOUZONE ICT Group. (as a visiting researcher)

2018, Bankruptcy prediction model using Management Information Systems (MIS) data, with DOUZONE ICT Group. (as a researcher) 

2017, Text Classification and Topic modeling, with MTCom. (as a researcher) 

2026.03 - 2029.02, Bilevel optimization framework for physics-informed machine learning in inverse problems, 신진연구, 한국연구재단.

2022.06 - 2025.02, Toward stable and efficient training of Physics-Informed Neural Networks (PINNs), 기본연구, 한국연구재단.