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This report presents a preliminary analysis of an LSTM neural networkdesigned to predict the accuracy of magnitude estimates computed by Early-estduring the first minutes after an earthquake occurs.

Predicting the Accuracy of Early-est Earthquake Magnitude Estimates with an LSTM Neural Network: A Preliminary Analysis