TY - RPRT TI - Variational Deep Material Network: Enabling efficient aleatoric UQ in structure-property modeling AU - Robertson, Andreas Euan [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0009000032590744) AU - Boyce, Brad Lee [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000159941743) AU - Inman, Samuel Boyd [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] (ORCID:0000000225354150) AU - Lenau, Ashley Taylor [Sandia National Laboratories (SNL-NM), Albuquerque, NM (United States)] AU - Lebensohn, Ricardo [Los Alamos National Laboratory] AU - Shin, Dongil [Postech] PY - 2025 DO - 10.2172/3453411 UR - https://www.osti.gov/biblio/3453411 ID - 3453411 ER -