ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators
Paper • 2306.08754 • Published • 3
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This is an expanded version of ClimSim_low-res. Each '.mlexpand.' file contains the same variables as in the corresponding '.mli.' file in ClimSim_low-res but also includes additional variables such as dynamical forcing, convection memory, cos/sin of latitude.
Read more about these expanded input features at Section 6.3.3 in the SI of "ClimSim-Online: A Large Multi-scale Dataset and Framework for Hybrid ML-physics Climate Emulation": https://arxiv.org/abs/2306.08754.
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