TY - RPRT TI - Perspectives on Systematic Cloud Microphysics Scheme Development With Machine Learning AU - Lamb, Kara D. [Columbia Univ., New York, NY (United States)] (ORCID:0000000168833285) AU - Singer, Clare E. [Univ. of Colorado, Boulder, CO (United States)] (ORCID:0000000217080997) AU - Loftus, Kaitlyn [Columbia Univ., New York, NY (United States)] (ORCID:0000000219279326) AU - Morrison, Hugh [NSF National Center for Atmospheric Research, Boulder, CO (United States)] (ORCID:0000000184809787) AU - Powell, Margaret [Columbia Univ., New York, NY (United States)] AU - Ko, Joseph [Columbia Univ., New York, NY (United States)] (ORCID:000000033141070X) AU - Buch, Jatan [Columbia Univ., New York, NY (United States)] (ORCID:0000000166726750) AU - Hu, Arthur Z. [Columbia Univ., New York, NY (United States)] (ORCID:0000000321464325) AU - van Lier Walqui, Marcus [Columbia Univ., New York, NY (United States); NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States)] (ORCID:0000000206280045) AU - Gentine, Pierre [Columbia Univ., New York, NY (United States)] (ORCID:0000000208458345) PY - 2025 DO - 10.1029/2025ms005341 UR - https://www.osti.gov/biblio/3011788 ID - 3011788 ER -