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.
An overview of the E3SM version 2 large ensemble and comparison to other E3SM and CESM large ensembles.Earth system dynamics, 15(2):367–386, 8 April 2024
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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.