TY - RPRT TI - Generalizable machine learning potentials for quantum-accurate predictions of non-equilibrium behavior in 2D materials AU - Zhang, Yue [Northwestern Univ., Evanston, IL (United States)] AU - Appleton, Robert J. [Purdue Univ., West Lafayette, IN (United States)] (ORCID:0000000211961689) AU - Lin, Kui [The Hong Kong Polytechnic University (China)] (ORCID:0000000315263244) AU - McCarthy, Megan Jeanne [Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000343884953) AU - Paci, Jeffrey T. [Univ. of Victoria, BC (Canada)] (ORCID:000000034341752X) AU - Sankaranarayanan, Subramanian K.R.S. [Argonne National Laboratory (ANL), Argonne, IL (United States); Univ. of Illinois, Chicago, IL (United States)] AU - Strachan, Alejandro [Purdue Univ., West Lafayette, IN (United States)] (ORCID:0000000241749750) AU - Espinosa, Horacio D. [Northwestern Univ., Evanston, IL (United States)] (ORCID:0000000219073213) PY - 2025 DO - 10.1016/j.cma.2025.118502 UR - https://www.osti.gov/biblio/3004333 ID - 3004333 ER -