Machine Learning Predicts Laboratory Earthquakes

On the micromechanics of slip events in sheared, fluid-saturated fault gouge

(2017) Omid Dorostkar et al.   GEOPHYSICAL RESEARCH LETTERS

The importance of site selection, sediment supply, and hydrodynamics: A case study of submarine paleoseismology on the northern Cascadia margin, Washington USA

(2017) Chris Goldfinger et al.   MARINE GEOLOGY

Potential slab deformation and plunge prior to the Tohoku, Iquique and Maule earthquakes

(2016) Michel Bouchon et al.   Nature Geoscience

Correlation and variable importance in random forests

(2016) Baptiste Gregorutti et al.   STATISTICS AND COMPUTING

Large Earthquake Occurrence Estimation Based on Radial Basis Function Neural Networks

(2014) Alex Alexandridis et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Three-dimensional discrete element modeling of triggered slip in sheared granular media

(2014) Behrooz Ferdowsi et al.   PHYSICAL REVIEW E

The debate on the prognostic value of earthquake foreshocks: A meta-analysis

(2014) Arnaud Mignan   Scientific Reports

Acoustic emission and microslip precursors to stick-slip failure in sheared granular material

(2013) P. A. Johnson et al.   GEOPHYSICAL RESEARCH LETTERS

Acoustic emissions document stress changes over many seismic cycles in stick-slip experiments

(2013) T. H. W. Goebel et al.   GEOPHYSICAL RESEARCH LETTERS

The long precursory phase of most large interplate earthquakes

(2013) Michel Bouchon et al.   Nature Geoscience

Deep-Focus Earthquake Analogs Recorded at High Pressure and Temperature in the Laboratory

(2013) A. Schubnel et al.   SCIENCE

Predictability of repeating earthquakes near Parkfield, California

(2012) J. Douglas Zechar et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Frictional strength and strain weakening in simulated fault gouge: Competition between geometrical weakening and chemical strengthening

(2010) André Niemeijer et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Deep low-frequency earthquakes in tremor localize to the plate interface in multiple subduction zones

(2009) Justin R. Brown et al.   GEOPHYSICAL RESEARCH LETTERS