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The complex dynamics of earthquake fault systems: New approaches to forecasting and nowcasting of earthquakes
Charles Richter's observation that'only fools and charlatans predict earthquakes,'reflects the
fact that despite more than 100 years of effort, seismologists remain unable to do so with …
fact that despite more than 100 years of effort, seismologists remain unable to do so with …
A critical review of ground based observations of earthquake precursors
We aim at giving a short review of the seismo-associated phenomena detected on ground
that in recent years have been investigated as possible earthquake precursors. The paper …
that in recent years have been investigated as possible earthquake precursors. The paper …
Detecting anomalies in time series data via a deep learning algorithm combining wavelets, neural networks and Hilbert transform
The quest for more efficient real-time detection of anomalies in time series data is critically
important in numerous applications and systems ranging from intelligent transportation …
important in numerous applications and systems ranging from intelligent transportation …
Nowcasting earthquakes
Nowcasting is a term originating from economics and finance. It refers to the process of
determining the uncertain state of the economy or markets at the current time by indirect …
determining the uncertain state of the economy or markets at the current time by indirect …
Similarity of fluctuations in correlated systems: The case of seismicity
We report a similarity of fluctuations in equilibrium critical phenomena and nonequilibrium
systems, which is based on the concept of natural time. The worldwide seismicity as well as …
systems, which is based on the concept of natural time. The worldwide seismicity as well as …
Long-range correlations in the electric signals that precede rupture: Further investigations
The correlations within the time series of the seismic electric signal (SES) activities have
been studied in a previous paper [P. Varotsos, N. Sarlis, and E. Skordas, Phys. Rev. E 66 …
been studied in a previous paper [P. Varotsos, N. Sarlis, and E. Skordas, Phys. Rev. E 66 …
Attempt to distinguish electric signals of a dichotomous nature
Three types of electric signals were analyzed: Ion current fluctuations in membrane
channels (ICFMC), Seismic electric signals activities (SES), and “artificial” noises (AN). The …
channels (ICFMC), Seismic electric signals activities (SES), and “artificial” noises (AN). The …
Natural time analysis of critical phenomena
A quantity exists by which one can identify the approach of a dynamical system to the state
of criticality, which is hard to identify otherwise. This quantity is the variance of natural time χ …
of criticality, which is hard to identify otherwise. This quantity is the variance of natural time χ …
Seismic Electric Signals: An additional fact showing their physical interconnection with seismicity
Natural time analysis reveals novel dynamical features hidden behind time series in
complex systems. By applying it to the time series of earthquakes, we find that the order …
complex systems. By applying it to the time series of earthquakes, we find that the order …
Nowcasting earthquakes: Imaging the earthquake cycle in California with machine learning
We propose a new machine learning‐based method for nowcasting earthquakes to image
the time‐dependent earthquake cycle. The result is a timeseries that may correspond to the …
the time‐dependent earthquake cycle. The result is a timeseries that may correspond to the …