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An ai-models plugin to run FourCastNet

Project description

ai-models-fourcastnet

:warning: This plugin is now deprecated. Please use the newer version that can be found at https://github.com/ecmwf-lab/ai-models-fourcastnetv2

ai-models-fourcastnet is an ai-models plugin to run NVIDIA's FourCastNet.

FourCastNet: A Global Data-driven High-resolution Weather Model using Adaptive Fourier Neural Operators https://arxiv.org/abs/2202.11214

The FourCastNet code was developed by the authors of the preprint: Jaideep Pathak, Shashank Subramanian, Peter Harrington, Sanjeev Raja, Ashesh Chattopadhyay, Morteza Mardani, Thorsten Kurth, David Hall, Zongyi Li, Kamyar Azizzadenesheli, Pedram Hassanzadeh, Karthik Kashinath, Animashree Anandkumar.

Version 0.1 of FourCastNet is used as default in ai-models. https://portal.nersc.gov/project/m4134/FCN_weights_v0.1/

FourCastNet is released under BSD 3-Clause License, see LICENSE_fourcastnet for more details.

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