TY - RPRT TI - A multiscale design method using interpretable machine learning for phononic materials with closely interacting scales AU - Bastawrous, Mary V. [Duke University, Durham, NC (United States)] (ORCID:0000000326888995) AU - Chen, Zhi [Duke University, Durham, NC (United States)] (ORCID:0000000319935749) AU - Ogren, Alexander C. [California Institute of Technology (CalTech), Pasadena, CA (United States)] (ORCID:0000000272770069) AU - Daraio, Chiara [California Institute of Technology (CalTech), Pasadena, CA (United States)] AU - Rudin, Cynthia [Duke University, Durham, NC (United States)] (ORCID:0000000342832780) AU - Brinson, L. Catherine [Duke University, Durham, NC (United States)] (ORCID:0000000325511563) PY - 2025 DO - 10.1016/j.cma.2025.117833 UR - https://www.osti.gov/biblio/3005136 ID - 3005136 ER -