TY - RPRT TI - Using Machine Learning to Generate a GISS ModelE Calibrated Physics Ensemble (CPE) AU - Elsaesser, Gregory S. [Columbia Univ., New York, NY (United States); NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States)] (ORCID:0000000157854451) AU - van Lier‐Walqui, Marcus [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States); Columbia Univ., New York, NY (United States)] (ORCID:0000000206280045) AU - Yang, Qingyuan [Columbia Univ., New York, NY (United States); Center for Learning the Earth with Artificial Intelligence and Physics (LEAP), New York, NY (United States)] (ORCID:000000025631889X) AU - Kelley, Maxwell [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States)] AU - Ackerman, Andrew S. [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States)] (ORCID:0000000302546253) AU - Fridlind, Ann M. [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States)] (ORCID:0000000290200852) AU - Cesana, Gregory V. [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States); Columbia Univ., New York, NY (United States)] AU - Schmidt, Gavin A. [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States)] (ORCID:0000000222580486) AU - Wu, Jingbo [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States); Columbia Univ., New York, NY (United States)] AU - Behrangi, Ali [Univ. of Arizona, Tucson, AZ (United States)] AU - Camargo, Suzana J. [Columbia Univ., New York, NY (United States). Lamont-Doherty Earth Observatory] (ORCID:0000000208025160) AU - De, Bithi [Columbia Univ., New York, NY (United States); NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States)] (ORCID:0000000195296163) AU - Inoue, Kuniaki [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States); Columbia Univ., New York, NY (United States)] AU - Leitmann‐Niimi, Nicolas M. [NASA Goddard Inst. for Space Studies (GISS), New York, NY (United States); Columbia Univ., New York, NY (United States)] AU - Strong, Jeffrey O. [Verisk, Boston, MA (United States)] PY - 2025 DO - 10.1029/2024ms004713 UR - https://www.osti.gov/biblio/2560483 ID - 2560483 ER -