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Iterative integration of deep learning in hybrid Earth surface system modelling - Nature Reviews Earth & Environment

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Iterative integration of deep learning in hybrid Earth surface system modelling - Nature Reviews Earth & Environment

Earth system modelling (ESM) is essential for understanding past, present and future Earth processes. Deep learning (DL), with the data-driven strength of neural networks, has promise for improving ESM by exploiting information from Big Data. Yet existing hybrid ESMs largely have deep neural networks incorporated only during the initial stage of model development.

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Iterative integration of deep learning in hybrid Earth surface system modelling - Nature Reviews Earth & Environment

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Iterative integration of deep learning in hybrid Earth surface system modelling - Nature Reviews Earth & Environment

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