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

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physics.comp-ph2020

Enhancement of shock-capturing methods via machine learning

Ben Stevens, Tim Colonius

In recent years, machine learning has been used to create data-driven solutions to problems for which an algorithmic solution is intractable, as well as fine-tuning existing algori…