Synthetic BiologyScientific ReportsPeer-reviewed
Unified Genomic and Chemical Representations Enable Bidirectional Bio-synthetic Gene Cluster and Natural Product Retrieval
Guimei Liu, Yiting Li, Gabriel Ong…·Winston Lian Chye Koh
This paper introduces a multimodal framework that links biosynthetic gene clusters and natural products by integrating genomic and chemical data through shared embeddings, enabling bidirectional retrieval and strain selection.
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