TY - RPRT TI - Machine Learning Thermodynamics And Kinetics of Defects For Accelerated Materials Discovery AU - Witman, Matthew David [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000162635114) AU - Fuller, Elliot James [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] AU - Guan, Pin-Wen [Sandia National Lab. (SNL-CA), Livermore, CA (United States)] AU - Jones, Reese Edward [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000223326279) AU - Salagre Rubio, Elena [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000196729987) AU - Spataru, Dan Catalin [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] (ORCID:0000000180390755) AU - Stavila, Vitalie [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] AU - Way, Lauren [Sandia National Laboratories (SNL-CA), Livermore, CA (United States)] PY - 2025 DO - 10.2172/2997335 UR - https://www.osti.gov/biblio/2997335 ID - 2997335 ER -