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3 papers
PREFER: An Ontology for the PREcision FERmentation Community
Txell Amigó, Shawn Zheng Kai Tan, Angel Luu Phanthanourak +12
Precision fermentation relies on microbial cell factories to produce sustainable food, pharmaceuticals, chemicals, and biofuels. Specialized laboratories such as biofoundries are a…
A closed-loop AI framework for hypothesis-driven and interpretable materials design
Kangyu Ji, Tianran Liu, Fang Sheng +3
Scientific hypothesis generation is central to materials discovery, yet current approaches often emphasize either conceptual (idea-to-data) reasoning or data-driven (data-to-idea)…
Digital Evolution: Novo Nordisk's Shift to Ontology-Based Data Management
Shawn Zheng Kai Tan, Shounak Baksi, Thomas Gade Bjerregaard +9
Biomedical data is growing exponentially, and managing it is increasingly challenging. While Findable, Accessible, Interoperable and Reusable (FAIR) data principles provide guidanc…