Earthquakes are complex and diverse, ranging from energetic and destructive megathrust earthquakes to slow earthquakes. Complex earthquake rupture processes are generally modeled by prescribing a deterministic system and solving deterministic differential equations. However, such approaches cannot adequately capture the temporal evolution of a complex fault system because of the inherent unpredictability that results from various unprescribed processes. Such unpredictability may be better represented by time-dependent stochastic fluctuations in addition to the deterministic estimates.Here, we demonstrate that the consideration of time-dependent stochastic stress fluctuations in ordinary crack simulations can reproduce a variety of ruptures, including both crack-like and pulse-like ordinary (fast) earthquakes and slow earthquakes, by simply changing the strength drop and the initial stress level.The results indicate that stochasticity is effective for reproducing and better understanding the diversity of earthquakes, including slow earthquakes.
Plain Language SummaryEarthquakes are the physical manifestations of localized shear slip on faults. Slip evolution on a fault during an earthquake has been previously modeled as deterministic phenomena by assuming the governing physics and the associated physical properties. However, there exist many unknowns; for example, we cannot understand all of the existing physics nor the complete distribution of physical properties. Hence, we propose a new approach of applying stochastic fluctuations to ordinary deterministic simulations for reproducing a diverse set of observed earthquake phenomena, which have been difficult to reproduce using a simple model. As a result, we successfully reproduce multiple types of earthquakes, including slow earthquakes that are characterized by slow movements on a fault but have not been fully understood.