Phase Neural Operator for Multi-Station Phase Picking from Dynamic Seismic Networks.
Sun, H., Ross, Z.E., Zhu, W. and Azizzadenesheli, K., 2023. Phase Neural Operator for Multi-Station Picking of Seismic Arrivals. arXiv preprint arXiv:2305.03269.
Create an environment with conda for PhaseNO
conda env create -f env.yml
conda activate phaseno
Located in directory: models/*.ckpt
Located in directory: example
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phaseno_predict.ipynb
Use the pre-trained model to pick phases from one-hour continuous data of the 2019 Ridgecrest earthquake sequence.
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phaseno_plot.ipynb
Plot the predicted probabilities and picks for all stations.