Predicting the timing of catastrophic failure during triaxial compression: insights from discrete element method simulations

HIGHLIGHTS

• who: Jessica McBeck from the (UNIVERSITY) have published the research: Predicting the Timing of Catastrophic Failure During Triaxial Compression: Insights from Discrete Element Method Simulations, in the Journal: (JOURNAL)
• what: The authors develop machine_learning models to predict the timing of macroscopic failure using characteristics of the deformation field, including the components of the three-dimensional velocity and strain fields. Deformation and fault growth are quasistatic, similar to the laboratory experiments to which the authors compare the results of the present analysis (McBeck et_al, 2020a). The authors develop different sets of models to predict each target . . .
  

   

  

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