[S-CG56] Science of Slow and Fast Earthquakes

[SCG56-P21] Deep learning-based forecasting of time to failure and moment magnitude in earthquake sequence simulations

*Reiju Norisugi¹, Yoshihiro Kaneko¹, Bertrand Rouet-Leduc² (1. Kyoto University, 2. Disaster Prevention Research Institute, Kyoto University)

Keywords:Machine Learning/Deep Learning, Earthquake prediction, Dynamic earthquake sequence simulation, Rate- and state-dependent friction law