Preprint

NORi: An ML-Augmented Ocean Boundary Layer Parameterization
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Reduced-Order Modeling of Cyclo-Stationary Time Series Using Score-Based Generative Methods
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Statistical Parameter Calibration via the Generalized Fluctuation Dissipation Theorem and Generative Modeling
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Surface to Seafloor: A Generative AI Framework for Decoding the Ocean Interior State
This preprint presents a generative AI framework for inferring the interior state of the ocean from surface observations. The method …
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Stochastic Emulators of Spatially Resolved Extreme Temperatures of Earth System Models
This preprint introduces stochastic emulators designed to capture spatially resolved extreme temperature events in Earth System Models. …
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High-level, high-resolution ocean modeling at all scales with Oceananigans
This paper presents the vision, user interface, governing equations, and numerical methods that underpin Oceananigans, a new …
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