Machine Learning Predicts Laboratory Earthquakes

• Preparatory phase of large earthquakes illuminated by unsupervised categorization of earthquake catalog features

  2026 Nature Communications article Earth and Planetary Sciences earthquake and tectonic studies Open access

  4

  citations
• Activating a Natural Fault Zone in the Swiss Alps

  2026 Seismica article Earth and Planetary Sciences earthquake and tectonic studies Open access

  4

  citations
• Readapting PhaseNet to Laboratory Earthquakes: AEsNet, a Robust Acoustic Emission Picker Illuminating Seismic Signatures of Different Fault Gouge Materials

  2025 Seismological Research Letters article Computer Science Seismology and Earthquake Studies Open access

  1

  citations
• Unraveling the spatiotemporal fault activation in a complex fault system: the run-up to the 2023 MW 7.8 Kahramanmaraş earthquake, Türkiye

  2025 Earth and Planetary Science Letters article Earth and Planetary Sciences earthquake and tectonic studies Open access

  8

  citations
• Forecasting induced seismicity in enhanced geothermal systems using machine learning: challenges and opportunities

  2025 Geophysical Journal International article Energy Geothermal Energy Systems and Applications Open access

  12

  citations
• Laboratory earthquake forecasting: A machine learning competition

  2021 Proceedings of the National Academy of Sciences article Computer Science Seismology and Earthquake Studies Open access cited by 1 patent

  123

  citations

6 results