Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking
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Paper
Link: https://www.nature.com/articles/s41467-020-17591-w
Year: 2020
Summary
- attention at each multi-task to focus on the useful parts of the waveform for each task
Methods
- deep conv + res + LSTM + attention, followed by multi-task