TY - RPRT TI - Coupling flux balance analysis with reactive transport modeling through machine learning for rapid and stable simulation of microbial metabolic switching AU - Song, Hyun-Seob [Univ. of Nebraska, Lincoln, NE (United States)] AU - Ahamed, Firnaaz [Taylor’s University, Subang Jaya (Malaysia); Univ. of Nebraska, Lincoln, NE (United States)] AU - Lee, Joon-Yong [PrognomiQ Inc., San Mateo, CA (United States); Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000258648518) AU - Henry, Christopher S. [Argonne National Laboratory (ANL), Argonne, IL (United States)] AU - Edirisinghe, Janaka N. [Argonne National Laboratory (ANL), Argonne, IL (United States)] AU - Nelson, William C. [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000218733929) AU - Chen, Xingyuan [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] AU - Moulton, J. David [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] AU - Scheibe, Timothy D. [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] (ORCID:0000000288645772) PY - 2025 DO - 10.1038/s41598-025-89997-9 UR - https://www.osti.gov/biblio/2519661 ID - 2519661 ER -