GenFocal uses probabilistic ML to downscale coarse climate projections to fine-scale weather events without paired training data and samples rare high-impact events more accurately than prior methods.
Use-inspired, process-oriented GCM selection: Prioritizing models for regional dynamical downscaling.Bulletin of the American Meteorological Society, 104:E1619–E1629, 2023
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Regional climate risk assessment from climate models using probabilistic machine learning
GenFocal uses probabilistic ML to downscale coarse climate projections to fine-scale weather events without paired training data and samples rare high-impact events more accurately than prior methods.