TY - RPRT TI - High‐Resolution National‐Scale Water Modeling Is Enhanced by Multiscale Differentiable Physics‐Informed Machine Learning AU - Song, Yalan [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:000000024722148X) AU - Bindas, Tadd [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0000000331596276) AU - Shen, Chaopeng [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0000000206851901) AU - Ji, Haoyu [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0009000407211385) AU - Knoben, Wouter J. M. [Civil Engineering Schulich School of Engineering University of Calgary Calgary AB Canada] (ORCID:0000000183013787) AU - Lonzarich, Leo [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0000000181906928) AU - Clark, Martyn P. [Civil Engineering Schulich School of Engineering University of Calgary Calgary AB Canada] (ORCID:0000000221862625) AU - Liu, Jiangtao [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0000000292198354) AU - van Werkhoven, Katie [Research Triangle Institute Research Triangle Park NC USA] AU - Lamont, Sam [Research Triangle Institute Research Triangle Park NC USA] AU - Denno, Matthew [Research Triangle Institute Research Triangle Park NC USA] AU - Pan, Ming [Center for Western Weather and Water Extremes Scripps Institution of Oceanography University of California San Diego La Jolla CA USA] (ORCID:0000000333508719) AU - Yang, Yuan [Center for Western Weather and Water Extremes Scripps Institution of Oceanography University of California San Diego La Jolla CA USA] (ORCID:0000000230305476) AU - Rapp, Jeremy [Earth and Environmental Science Michigan State University East Lansing MI USA] AU - Kumar, Mukesh [Civil, Construction, and Environmental Engineering University of Alabama Tuscaloosa AL USA] (ORCID:0000000171149978) AU - Rahmani, Farshid [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0000000192417206) AU - Thébault, Cyril [Civil Engineering Schulich School of Engineering University of Calgary Calgary AB Canada] (ORCID:0000000242590497) AU - Adkins, Richard [Office of Information Technology The University of Alabama Tuscaloosa AL USA] AU - Halgren, James [Alabama Water Institute The University of Alabama Tuscaloosa AL USA] AU - Patel, Trupesh [Alabama Water Institute The University of Alabama Tuscaloosa AL USA] (ORCID:0000000343216699) AU - Patel, Arpita [Alabama Water Institute The University of Alabama Tuscaloosa AL USA] AU - Sawadekar, Kamlesh Arun [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0009000290115399) AU - Lawson, Kathryn [Civil and Environmental Engineering The Pennsylvania State University University Park PA USA] (ORCID:0000000300757911) PY - 2025 DO - 10.1029/2024wr038928 UR - https://www.osti.gov/biblio/2555891 ID - 2555891 ER -