2 papers
q-bio.OT2026
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…
cond-mat.mtrl-sci2025
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)…