TY - RPRT TI - ADEPT: A Pedagogical Framework for Integrating Agentic AI with Deterministic Scientific Workflows AU - George, August [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States). Environmental Molecular Sciences Laboratory (EMSL)] (ORCID:0000000178764359) AU - Bilbao, Aivett [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States). Environmental Molecular Sciences Laboratory (EMSL)] (ORCID:0000000329858249) AU - Agarwal, Khushbu [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000218922439) AU - Mejia-Rodriguez, Daniel [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000203502941) AU - Samantray, Suman [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000333619582) AU - Kim, Hoshin [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000288662126) AU - Rice, Peter S. [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000329463781) AU - Jacob, Bruno [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0009000153613105) AU - Baer, Marcel [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000152230447) AU - Raugei, Simone [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000191188480) AU - Cheung, Margaret S. [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States). Environmental Molecular Sciences Laboratory (EMSL)] (ORCID:0000000192357661) AU - Rigor, Paul [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000307240421) PY - 2025 DO - 10.5281/zenodo.17315801 UR - https://www.osti.gov/biblio/3006464 ID - 3006464 ER -