TY - RPRT TI - When does global attention help: a unified empirical study on atomistic graph learning AU - Chowdhury, Arindam [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000172981969) AU - Pasini, Massimiliano Lupo [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000249806924) PY - 2026 DO - 10.1186/s13321-026-01171-z UR - https://www.osti.gov/biblio/3252731 ID - 3252731 ER -