TY - RPRT TI - AutoLabs: cognitive multi-agent systems with self-correction for autonomous chemical experimentation AU - Panapitiya, Gihan [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] AU - Saldanha, Emily [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] AU - Job, Heather [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] AU - Hess, Olivia [Pacific Northwest National Laboratory (PNNL), Richland, WA (United States)] PY - 2026 DO - 10.1038/s41598-026-45593-z UR - https://www.osti.gov/biblio/3375520 ID - 3375520 ER -