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Dec, 2023
规模化Transformer神经网络用于高技巧和可靠的中期天气预报
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
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Tung Nguyen, Rohan Shah, Hritik Bansal, Troy Arcomano, Sandeep Madireddy...
TL;DR
通过Stormer,一种基于转换器模型的简单天气预报方法,我们能够以较少的训练数据和计算量实现与现有方法相媲美的准确性,在7天以上的天气预报中表现出色,并展示了其有利的扩展性。
Abstract
weather forecasting
is a fundamental problem for anticipating and mitigating the impacts of climate change. Recently,
data-driven approaches
for
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