LDBT instead of DBTL: combining machine learning and rapid cell-free testing.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 41193493.
- Also identified by DOI 10.1038/s41467-025-65281-2 and PMC identifier 12589603.
- Licence recorded as CC BY-NC-ND.
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Abstract
Synthetic biology is defined by Design-Build-Test-Learn cycles. Recent advances in machine learning are changing the landscape; thus, we propose that “Learning” can precede “Design”. Moreover, adopting cell-free platforms can further accelerate “Building” and “Testing” for megascale data generation and models.