WDC for Geophysics, Beijing(中国地球物理学科中心)

Author-submitted data information

ID 218
Title Siamese Earthquake Transformer codes and models
Creator Zhuowei Xiao
Subject Codes and model files
Publisher Xiukuan Zhao
Description Source codes and trained models for peer review of paper 'Siamese Earthquake Transformer: A pair-input deep-learning model for earthquake detection and phase picking on a seismic array'. A tutorial and cleaned codes are available at https://github.com/MrXiaoXiao/SiameseEarthquakeTransformer.
Contributor Zhuowei Xiao, Jian Wang, Chang Liu, Juan Li, Liang Zhao, Zhenxing Yao
Date Dec 2020
Type Python scripts and trained deep-learning models.
Format Source codes are in txt file format. Trained models are in hdf5 format.
URL http://www.geophys.ac.cn/ArticleData/20201201S-EqT_models_and_codes.zip
DOI 10.12197/2020GA019
Language eng
Rights Institute of Geology and Geophysics, Chinese Academy of Sciences