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DOE OSTI · 3453411

Variational Deep Material Network: Enabling efficient aleatoric UQ in structure-property modeling

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Robertson, Andreas Euan [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0009000032590744), Boyce, Brad Lee [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000159941743), Inman, Samuel Boyd [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000225354150), Lenau, Ashley Taylor [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)], Lebensohn, Ricardo [Los Alamos National Laboratory], Shin, Dongil [Postech]. 2025-09-01. Variational Deep Material Network: Enabling efficient aleatoric UQ in structure-property modeling. https://doi.org/10.2172/3453411

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