TY - RPRT TI - Demonstration of an AI-driven workflow for dynamic x-ray spectroscopy AU - Du, Ming [Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS)] (ORCID:0000000316026646) AU - Wolfman, Mark [Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS)] (ORCID:0000000157462984) AU - Sun, Chengjun [Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS)] (ORCID:0000000191588337) AU - Kelly, Shelly D. [Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS)] (ORCID:000000018996628X) AU - Cherukara, Mathew J. [Argonne National Laboratory (ANL), Argonne, IL (United States). Advanced Photon Source (APS)] (ORCID:0000000214756998) PY - 2025 DO - 10.1038/s41524-025-01771-7 UR - https://www.osti.gov/biblio/3374612 ID - 3374612 ER -