most citedFiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations

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cs.LG2020★ 31 cited

FiniteNet: A Fully Convolutional LSTM Network Architecture for Time-Dependent Partial Differential Equations

Ben Stevens, Tim Colonius

In this work, we present a machine learning approach for reducing the error when numerically solving time-dependent partial differential equations (PDE). We use a fully convolution…