Neural network modeling of Herglotz—Wiechert inversion of multiparametric travel-time curves of seismic waves

• Date: 2017
• Main Authors: Lazarenko, M., Herasymenko, O.
• Format: Article
• Language: English
• Published: S. Subbotin Institute of Geophysics of the NAS of Ukraine 2017
• Subjects: neural network; seismic waves propagation; training; the Herglots—Wiechert inversion; discrepancies; travel-time curves; velocity gradient
• Online Access: https://journals.uran.ua/geofizicheskiy/article/view/107503
• Journal Title: Geofizicheskiy Zhurnal

Using artificial neural networks to solve a problem of plotting travel-time curves of seismic waves can create nonlinear travel-time model of P and S phases of seismic waves arrangement as a function of several arguments: source depth, magnitude, back azimuth and epicenter distance. Construction of...