Predicting Failure Under Laboratory Conditions: Learning the Physics of Slow Frictional Slip and Dynamic Failure

Bertrand Rouet-Leduc1,2, Claudia Hulbert3,4, Jacques Riviere5, Nicholas Lubbers6,7, Kipton Barros6, Chris Marone8 and Paul A Johnson1, (1)Los Alamos National Laboratory, Earth and Environmental Sciences, Los Alamos, NM, United States, (2)University of Cambridge, Department of Materials Science and Metallurgy, Cambridge, United Kingdom, (3)Los Alamos National Laboratory, Center for Nonlinear Studies, Los Alamos, NM, United States, (4)University Pierre and Marie Curie Paris VI, Department of Mathematics, Paris, France, (5)Pennsylvania State University, Engineering Science and Mechanics, University Park, PA, United States, (6)Los Alamos National Laboratory, Center for Nonlinear Studies, Physics and Chemistry of Materials Group, Los Alamos, NM, United States, (7)Boston University, Department of Physics, Boston, MA, United States, (8)Penn State University, Department of Geosciences, University Park, PA, United States