TY  - RPRT
TI  - Hierarchical Multi-agent Large Language Model Reasoning for Autonomous Heterogeneous Catalyst Discovery
AU  - Rothfarb, Samuel William [University of Connecticut, Storrs, CT (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0009000466969495)
AU  - Davis, Megan Christina [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000240388615)
AU  - Matanovic, Ivana [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000291918620)
AU  - Li, Baikun [University of Connecticut, Storrs, CT (United States)] (ORCID:0000000256235912)
AU  - Holby, Edward F. [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000184196298)
AU  - Kort-Kamp, Wilton Junior de Melo [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000206796690)
PY  - 2026
DO  - 10.1038/s41524-026-02139-1
UR  - https://www.osti.gov/biblio/3377274
ID  - 3377274
ER  -