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These integrations would require tailored training procedures, alignment with operational inputs and reference data, and rigorous validation to ensure robustness and compatibility with practical applications

coli was grown for 3 days in LB only (control), or LB supplemented either pre-culture or post-culture with 0.4% D-(+)-glucose (Sigma), 0.4% 2-Deoxy-D-glucose (Sigma), and/or 50 mM L-carnosine (Sigma)

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