TY - RPRT TI - Machine Learning-Guided Identification of PET Hydrolases from Natural Diversity AU - Norton-Baker, Brenna [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States); USDOE Agile BioFoundry, Emeryville, CA (United States)] AU - Komp, Evan [National Renewable Energy Laboratory (NREL), Golden, CO (United States); USDOE Agile BioFoundry, Emeryville, CA (United States)] (ORCID:0000000183868814) AU - Gado, Japheth E. [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States)] (ORCID:0000000200242531) AU - Denton, Mackenzie C. R. [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States)] AU - Mathews, Irimpan I. [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States). Stanford Synchrotron Radiation Lightsource (SSRL)] (ORCID:0000000162543519) AU - Murphy, Natasha P. [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States)] AU - Erickson, Erika [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States)] (ORCID:0000000178069348) AU - Storment, Olateju O. [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States)] AU - Sarangi, Ritimukta [SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States). Stanford Synchrotron Radiation Lightsource (SSRL)] (ORCID:0000000227642279) AU - Gauthier, Nicholas P. [Harvard Medical School, Boston, MA (United States); Dana-Farber Cancer Institute, Boston, MA (United States)] AU - McGeehan, John E. [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States)] (ORCID:0000000267501462) AU - Beckham, Gregg T. [National Renewable Energy Laboratory (NREL), Golden, CO (United States); BOTTLE Consortium, Golden, CO (United States); USDOE Agile BioFoundry, Emeryville, CA (United States)] (ORCID:000000023480212X) PY - 2025 DO - 10.1021/acscatal.5c03460 UR - https://www.osti.gov/biblio/2945099 ID - 2945099 ER -