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  # Samudra 🌊
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  This repository contains the model weights of the Samudra Ocean Emulator described in the paper ["Samudra: An AI Global Ocean Emulator for Climate"](https://arxiv.org/abs/2412.03795). Samudra is a skillful global emulator of the ocean component of a state-of-the-art climate model. We emulate key ocean variables, sea surface height, horizontal velocities, temperature, and salinity, across their full depth. Refer the code [here](https://github.com/m2lines/Samudra.git)
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  ### Citing
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  If you use this model in your research, please consider citing the following paper:
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  ```
 
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  # Samudra 🌊
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  This repository contains the model weights of the Samudra Ocean Emulator described in the paper ["Samudra: An AI Global Ocean Emulator for Climate"](https://arxiv.org/abs/2412.03795). Samudra is a skillful global emulator of the ocean component of a state-of-the-art climate model. We emulate key ocean variables, sea surface height, horizontal velocities, temperature, and salinity, across their full depth. Refer the code [here](https://github.com/m2lines/Samudra.git)
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+ ![image/gif](https://cdn-uploads.huggingface.co/production/uploads/66843421443492c24ce5a19a/4ZZ1pD7e9tRNUaxaTb3jS.gif)
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  ### Citing
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  If you use this model in your research, please consider citing the following paper:
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  ```