PhaseNet+ is a multitask network that performs phase picking, polarity determination, and origin time prediction in one pass, producing Ridgecrest catalogs comparable to dedicated association methods with up to four times more focal mechanisms.
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physics.geo-ph 1years
2025 1verdicts
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Towards End-to-End Earthquake Monitoring Using a Multitask Deep Learning Model
PhaseNet+ is a multitask network that performs phase picking, polarity determination, and origin time prediction in one pass, producing Ridgecrest catalogs comparable to dedicated association methods with up to four times more focal mechanisms.