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Collins, William D.

  1. FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale
    2025/07/16 by Bonev, Boris, Kurth, Thorsten, Mahesh, Ankur +7 · 16 citations
    #68T07 #86-10 #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Computer and information sciences #FOS: Physical sciences #G.3 #I.2.1 #I.6.5 #Machine Learning (cs.LG)
  2. Recommendations for Comprehensive and Independent Evaluation of Machine Learning-Based Earth System Models
    2024/10/24 by Paul Ullrich, Elizabeth A. Barnes, Ullrich, Paul A. +19 · 3 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Data Processing Techniques #Atmospheric and Oceanic Physics (physics.ao-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Geological Modeling and Analysis #Machine Learning (cs.LG)