遇见数据集

data collection for online learning in two-layer quasi-geostrophic model

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Zenodo2025-04-19 更新2026-05-26 收录
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Edit in ver 2, 19 Apr 2025: updated training scripts and figure analysis files to be consistent with article dataset presenttion, and fixing an inconsistency regarding batch normalisation addition of sample results minor renaming of files (e.g. "_formal.ipynb" -> "_final.ipynb") ========================= Data for "Adjoint-based online learning of two-layer quasi-geostrophic baroclinic turbulence". Contains data for training the model offline (train.nc) data for training the model online (high_coarsed_*.nc) notebook for training the model offline (JAX_Equinox_offline0_1to1_no_std_formal.ipynb) notebook for training the model online (pyqgjax_Equinox_online_no_std_formal.ipynb) Files collected in different zip files to avoid the need to download the whole pack in one go.

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Zenodo
创建时间:
2025-04-19
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