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physics.geo-ph2022
The temporal limits of predicting fault failure
Kun Wang, Christopher W. Johnson, Kane C. Bennett +1
Machine learning models using seismic emissions can predict instantaneous fault characteristics such as displacement in laboratory experiments and slow slip in Earth. Here, we addr…
physics.geo-ph2021★ 54 cited
Predicting Fault Slip via Transfer Learning
Kun Wang, Christopher W. Johnson, Kane C. Bennett +1
Data-driven machine-learning for predicting instantaneous and future fault-slip in laboratory experiments has recently progressed markedly due to large training data sets. In Earth…