Generalizing universal function approximators

NATURE MACHINE INTELLIGENCE(2021)

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摘要
the heart of many challenges in scientific research lie complex equations for which no analytical solutions exist. A new neural network model called DeepONet can learn to approximate nonlinear functions as well as operators.
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关键词
Computational science,Mathematics and computing,Engineering,general
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