TY - RPRT TI - Improving Bond Dissociations of Reactive Machine Learning Potentials through Physics-Constrained Data Augmentation AU - dos Santos, Luan G. F. [Texas Tech Univ., Lubbock, TX (United States)] (ORCID:000000025979148X) AU - Nebgen, Benjamin Tyler [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000153103263) AU - Allen, Alice Elizabeth Anastasia [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000287278333) AU - Hamilton, Brenden William [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000245242201) AU - Matin, Sakib [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000151662838) AU - Smith, Justin S. [NVIDIA Corporation, Santa Clara, CA (United States)] (ORCID:0000000173147896) AU - Messerly, Richard A. [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000313214246) PY - 2025 DO - 10.1021/acs.jcim.4c01847 UR - https://www.osti.gov/biblio/2538113 ID - 2538113 ER -