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Gen AI Super-Resolution Accelerates Weather Prediction with Scalable, Low-Compute Models

NVIDIA Developer Blog · published 10 November 2025

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Host
https://www.nature.com/articles/s43247-025-02042-5
nature.com
https://arxiv.org/pdf/2302.08113
arxiv.org
https://www.nvidia.com/en-us/on-demand/session/gtc25-S72608/
nvidia.com
https://www.tomorrow.io/blog/tomorrow-io-releases-new-focus-model-updating-every-15-minutes-and-setting-a-new-industry-standard-for-speed-in-storm-forecasting/
tomorrow.io
https://github.com/NVIDIA/physicsnemo/tree/main/examples/weather/corrdiff
github.com
https://nvidia.github.io/earth2studio/examples/04_corrdiff_inference.html
nvidia.github.io
https://docs.nvidia.com/physicsnemo/latest/physicsnemo/examples/weather/corrdiff/README.html
docs.nvidia.com
https://nvidia.github.io/earth2studio/_modules/earth2studio/models/dx/corrdiff.html
nvidia.github.io
https://arxiv.org/pdf/2206.00364
arxiv.org
https://docs.pytorch.org/tutorials/intermediate/memory_format_tutorial.html
docs.pytorch.org
https://github.com/NVIDIA/apex/blob/master/apex/contrib/group_norm/group_norm.py
github.com
https://docs.pytorch.org/docs/stable/generated/torch.compile.html
docs.pytorch.org
https://github.com/NVIDIA/apex/pull/1887
github.com
https://github.com/NVIDIA/apex
github.com
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