Deep neural networks for creating reliable PmP database with a case study in Southern California

• المؤلفون الرئيسيون: Ding, Wen, Li, Tianjue, Yang, Xu, Ren, Kui, Tong, Ping
• مؤلفون آخرون: School of Physical and Mathematical Sciences
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Artificial Neural Network; Seismic Data
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/170958
• المؤسسة: Nanyang Technological University

Recent progresses in artificial intelligence and machine learning make it possible to automatically identify seismic phases from exponentially growing seismic data. Despite some exciting successes in automatic picking of the first P- and S-wave arrivals, auto-identification of later seismic phase...