TY - RPRT TI - Accelerating Phase Field Simulations Through Convolution-Only Deep Learning and Diffusion Models AU - Safta, Cosmin [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000172197736) AU - Bonneville, Christophe Pol Andre [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] AU - Najm, Habib N. [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000263387260) PY - 2025 DO - 10.2172/3022166 UR - https://www.osti.gov/biblio/3022166 ID - 3022166 ER -