Waste-to-sensor upcycling of polyethylene terephthalate over Ag/Zr-MOF photocatalyst for microplastic degradation and AI-assisted heavy metal detection
sensing, and physics guided models refined with lightweight machine learning provided robust concentration back calculation. The novelty lies in a closed loop design in which MOF mediated depolymerization simultaneously produces the sensing reporter and enables data assisted quantification, supporting scalable remediation and monitoring within a single integrated scheme.
Authors
- Kwang Suk Lim (ORCID: https://orcid.org/0000-0002-7341-8788)
- Suk‐Jin Ha (ORCID: https://orcid.org/0000-0001-8269-9334)
- Hyun‐Ouk Kim (ORCID: https://orcid.org/0000-0002-8161-683X)
- Minse Kim
- Subin Lee (ORCID: https://orcid.org/0000-0001-9856-7758)
- Jeong-Ann Park
- Jaewon Lee
- Kisung Lee
- Jaewon Choi
Institutions
- Kangwon National University (KR)
- University of Missouri (US)
Publication Details
- Journal
- Journal of Biological Engineering
- Published
- 2026-04-25
- DOI
- https://doi.org/10.1186/s13036-026-00683-4
- Primary Topic
- Metal-Organic Frameworks: Synthesis and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00