@misc{indiciaebc78d160b491, title = {Recommendations for Comprehensive and Independent Evaluation of Machine Learning‐Based Earth System Models}, author = {Ullrich, P. A. [Division of Physical and Life Sciences Lawrence Livermore National Laboratory Livermore CA USA, Department of Land Air and Water Resources University of California Davis CA USA] (ORCID:0000000341184590) and Barnes, E. A. [Department of Atmospheric Science Colorado State University Fort Collins CO USA] (ORCID:0000000342849320) and Collins, W. D. [Climate and Ecosystem Sciences Division Lawrence Berkeley National Laboratory Berkeley CA USA, Department of Earth and Planetary Science University of California Berkeley CA USA] (ORCID:0000000244639848) and Dagon, K. [Climate and Global Dynamics Laboratory National Center for Atmospheric Research Boulder CO USA] (ORCID:0000000245188225) and Duan, S. [Division of Physical and Life Sciences Lawrence Livermore National Laboratory Livermore CA USA] (ORCID:000000031516852X) and Elms, J. [Department of Earth and Atmospheric Sciences Indiana University Bloomington Bloomington IN USA] and Lee, J. [Division of Physical and Life Sciences Lawrence Livermore National Laboratory Livermore CA USA] (ORCID:0000000200167199) and Leung, L. R. [Atmospheric, Climate, and Earth Sciences Pacific Northwest National Laboratory Richland WA USA] (ORCID:0000000232219467) and Lu, D. [Computational Sciences and Engineering Division Oak Ridge National Laboratory Oak Ridge TN USA] (ORCID:0000000151629843) and Molina, M. J. [Department of Atmospheric and Oceanic Science University of Maryland College Park MD USA] (ORCID:0000000185398916) and O’Brien, T. A. [Climate and Ecosystem Sciences Division Lawrence Berkeley National Laboratory Berkeley CA USA, Climate and Global Dynamics Laboratory National Center for Atmospheric Research Boulder CO USA] (ORCID:0000000266431175) and Rebassoo, F. O. [Division of Physical and Life Sciences Lawrence Livermore National Laboratory Livermore CA USA]}, year = {2025}, doi = {10.1029/2024jh000496}, url = {https://www.osti.gov/biblio/2543152}, note = {Source identifier: 2543152} }