TY - RPRT TI - Advancing density functional tight-binding method for large organic molecules through equivariant neural networks AU - Medrano Sandonas, Leonardo [Technische Universität Dresden (Germany)] (ORCID:0000000276733142) AU - Puleva, Mirela [University of Luxembourg, Luxembourg City, (Luxembourg); University of Luxembourg, Esch-sur-Alzette, (Luxembourg)] (ORCID:0000000198536775) AU - Erarslan, Zekiye [Technische Universität Dresden (Germany)] (ORCID:0000000255006202) AU - Parra Payano, Ricardo [Universidad Nacional de Ingeniería, Lima (Peru)] AU - Stöhr, Martin [University of Luxembourg, Luxembourg City, (Luxembourg); Stanford University, CA (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States)] AU - Cuniberti, Gianaurelio [Technische Universität Dresden (Germany); RWTH Aachen University (Germany)] (ORCID:0000000265747848) AU - Tkatchenko, Alexandre [University of Luxembourg, Luxembourg City, (Luxembourg); University of Luxembourg, Esch-sur-Alzette, (Luxembourg)] (ORCID:0000000210124854) PY - 2026 DO - 10.1039/d6cp00038j UR - https://www.osti.gov/biblio/3023175 ID - 3023175 ER -