David Bolton

Similarity of fast and slow earthquakes illuminated by machine learning

Claudia Hulbert, Bertrand Rouet‐Leduc, Paul A. Johnson et al. · Nature Geoscience · 2018 · 158 citations

Geophysics, Engineering, Machine Learning +9

DeepDetect: A Cascaded Region-Based Densely Connected Network for Seismic Event Detection

Yue Wu, Youzuo Lin, Zheng Zhou et al. · IEEE Transactions on Geoscience and Remote Sensing · 2018 · 142 citations · Full text

Earthquake Catalog‐Based Machine Learning Identification of Laboratory Fault States and the Effects of Magnitude of Completeness

Nicholas Lubbers, David Bolton, Jamaludin Mohd‐Yusof et al. · Geophysical Research Letters · 2018 · 66 citations · Full text

Characterizing Acoustic Signals and Searching for Precursors during the Laboratory Seismic Cycle Using Unsupervised Machine Learning

David Bolton, Parisa Shokouhi, Bertrand Rouet‐Leduc et al. · Seismological Research Letters · 2019 · 66 citations

Engineering, Machine Learning, Seismic Wave +22

Acoustic Energy Release During the Laboratory Seismic Cycle: Insights on Laboratory Earthquake Precursors and Prediction

David Bolton, Srisharan Shreedharan, Jacques Rivière et al. · Journal of Geophysical Research Solid Earth · 2020 · 63 citations · Full text

Engineering, Machine Learning, Seismic Wave +18