388 citations · 936 across the 25 of their papers we have counts for
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cond-mat.mtrl-sci2022★ 1 cited
Predicting Creep Failure by Machine Learning -- Which Features Matter?
Stefan Hiemer, Paolo Moretti, Stefano Zapperi +1
Spatial and temporal features are studied with respect to their predictive value for failure time prediction in subcritical failure with machine learning (ML). Data are generated f…
cond-mat.mtrl-sci2022
Enhanced fault-tolerance in biomimetic hierarchical materials -- a simulation study
Seyyed Ahmad Hosseini, Paolo Moretti, Michael Zaiser
Hierarchical microstructures are often invoked to explain the high resilience and fracture toughness of biological materials such as bone and nacre. Biomimetic material models insp…