phase-picking

There are 3 repositories under phase-picking topic.

• smousavi05 / EQTransformer

  EQTransformer, a python package for earthquake signal detection and phase picking using AI.

  earthquakesdetectionphase-pickingdeep-learningneural-networklstm-neural-networksattention-mechanismtransformermulti-task-learningglobalstead
  Language:Python 288

• YijianZhou / PAL

  An earthquake detection and location architecture

  phase-pickingphase-associationearthquake-detectionearthquake-locationpythonobspyraw-waveformscontinuous-data
  Language:Python 79

• SeisBlue / SeisBlue

  Deep learning seismic phase picking framework with SEISAN

  seismologyobspymachine-learningkeras-tensorflowseisanphase-picking
  Language:Python 63

• YijianZhou / CDRP_TF

  CNN Event Detection & RNN Phase Picking (in Tensorflow)

  earthquake-detectionphase-pickingdeep-learningcnnrnntensorflow
  Language:Python 26

• MrXiaoXiao / SiameseEarthquakeTransformer

  Tutorials and updated codes for the research paper: 'Siamese Earthquake Transformer: A pair-input deep-learning model for earthquake detection and phase picking on a seismic array.'

  earthquake-detectionphase-pickingsiamese-network
  Language:Jupyter Notebook 25

• maihao14 / QuakeLabeler

  QuakeLabeler is a Python package to create and manage your seismic training data, processes, and visualization in a single place — so you can focus on building the next big thing.

  deep-learningearthquake-datasetslabelerphase-pickingpythonseismic-signalseismology
  Language:Python 19

• YijianZhou / LoSAR

  Construction of Long-Term Seismic Catalog with Deep Learning: A Workflow for Localized Self-Attention RNN (LoSAR)

  pytorchrnnearthquake-detectionphase-pickingpythonobspycontinuous-dataraw-data
  Language:Python 19

• MrXiaoXiao / ESPRH

  Automatic earthquake catalog building workflow: EQTransformer + Siamese EQTransformer + PickNet + REAL + HypoInverse

  earthquake-detectionseismologyphase-pickingdeep-learningautomatic-pipeline
  Language:Python 16

• tso1257771 / RED-PAN

  This is the official implementation of Real-time Earthquake Detection and Phase-picking with multi-task Attention Network

  attention-modelmultitask-learningphase-pickingseismology
  Language:Python 14

• senli1073 / SeisT

  SeisT: A Foundational Deep-Learning Model for Earthquake Monitoring Tasks

  deep-learningdistributed-trainingearthquake-detectionseismogramseismologytransformerfirst-motion-polaritypytorchmagnitudephase-pickingbaz-azimuthepicentral-distancefoundation
  Language:Python 11

• JUNZHU-SEIS / TLPN

  Transfer Learning for PhaseNet

  pytorchtransfer-learningphasenetseisbenchphase-picking
  Language:Python 5