TY - RPRT TI - Symplectic neural network and its application to charged particle dynamics in electromagnetic fields AU - Drimalas, Emmanouil Georgios [Univ. of Arizona, Tucson, AZ (United States); Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000322795177) AU - Fraschetti, Federico [Harvard-Smithsonian Center for Astrophysics, Cambridge, MA (United States); Univ. of Arizona, Tucson, AZ (United States)] (ORCID:0000000254564771) AU - Huang, Chengkun [Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)] (ORCID:0000000231768042) AU - Tang, Qi [Georgia Institute of Technology, Atlanta, GA (United States)] (ORCID:0000000196141075) PY - 2025 DO - 10.1063/5.0283551 UR - https://www.osti.gov/biblio/3003161 ID - 3003161 ER -