TY - RPRT TI - Enhancing 2D hydrodynamic flood models through machine learning and urban drainage integration AU - Taysi, Husamettin [Lehigh Univ., Bethlehem, PA (United States)] (ORCID:0000000243027364) AU - Yang, Y. C. Ethan [Lehigh Univ., Bethlehem, PA (United States)] AU - Gangrade, Sudershan [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000207300810) AU - Chegini, Taher [Purdue Univ., West Lafayette, IN (United States)] (ORCID:0000000254306000) AU - Kao, Shih-Chieh [Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)] (ORCID:0000000232075328) AU - Li, Hong-Yi [Univ. of Houston, TX (United States)] (ORCID:0000000298073851) PY - 2025 DO - 10.1016/j.jhydrol.2025.133258 UR - https://www.osti.gov/biblio/2553108 ID - 2553108 ER -