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lines changed Original file line number Diff line number Diff line change @@ -227,19 +227,19 @@ saving PyTorch models to TorchScript.
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` FTorch ` is actively used in scientific research:
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- * in the [ DataWave project] ( https://datawaveproject.github.io/ ) to
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- couple a neural net emulation for gravity wave drag to an atmospheric
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- model [ @MiMAML ] demonstrating variability of models trained offline when coupled to a
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- host [ @mansfield2024uncertainty ] .
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+ * in the [ DataWave project] ( https://datawaveproject.github.io/ ) exploring gravity wave
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+ drag in atmospheric models to:
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+
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+ * couple an emulator into the MiMA model [ @MiMAML ] demonstrating variability of models
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+ trained offline when coupled back to a host [ @mansfield2024uncertainty ] .
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+ * couple emulators and new data-driven parameterisations to the Community Atmosphere
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+ Model (CAM).
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* to couple a U-Net based model of multi-scale convection into [ ICON] ( https://www.icon-model.org/ ) [ @ICON ]
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and demonstrate via Shapley values that
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non-causal learnt relations are more stable when running online [ @heuer2024interpretable ] .
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- * in the DataWave project [ @CAMGW ] to couple emulators of gravity wave drag, and
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- new data-driven parameterisations to the Community Atmosphere Model (CAM) running on
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- HPC systems.
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-
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* As part of [ CESM] ( https://www.cesm.ucar.edu/ ) (the Community Earth System Model) [ @CESM ]
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working to provide a general approach for researchers to couple ML models to the
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various components of the model suite.
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