Accelerating Phase Field Simulations Through Convolution-Only Deep Learning and Diffusion Models

Safta, Cosmin [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000172197736); Bonneville, Christophe Pol Andre [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)]; Najm, Habib N. [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000263387260)

doi:10.2172/3022166

DOE OSTI · 3022166

Accelerating Phase Field Simulations Through Convolution-Only Deep Learning and Diffusion Models

Safta, Cosmin [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000172197736)·Bonneville, Christophe Pol Andre [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)]·Najm, Habib N. [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000263387260)

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Safta, Cosmin [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000172197736), Bonneville, Christophe Pol Andre [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)], Najm, Habib N. [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000263387260). 2025-03-01. Accelerating Phase Field Simulations Through Convolution-Only Deep Learning and Diffusion Models. https://doi.org/10.2172/3022166

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