This $581,865 National Science Foundation project grant will support research and education activities towards developing next-generation data-driven procedures in mining geotechnics. Funded under the Engineering program (CFDA 47.041), the five-year award beginning September 2022 aims to investigate the multiscale mechanical response of mine tailings through data science and numerical simulations. Specifically, the grantee will analyze tailings material signatures, inherent anisotropy, and cyclic loading effects at micro to field scales. Insights will inform novel data-driven and performance-based assessment approaches for tailings storage facilities. Additionally, the project integrates education and outreach to engage students in geotechnical engineering resilience topics and establish a mentorship program. The grantee is the Georgia Tech Research Corporation, performing work on behalf of Georgia Institute of Technology. Overall, this award advances the NSF Engineering directorate's goals of strengthening the economy and quality of life through innovative engineering research.