Predicting Microstructure-Sensitive Fatigue-Crack Path in 3D Using a Machine Learning Framework
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DOI: 10.1007/s11837-019-03572-y
Abstract: The overarching aim of this paper is to explore the use of machine learning (ML) to predict the microstructure-sensitive evolution of a three-dimensional (3D) crack surface in a polycrystalline alloy. A convolutional neural network (CNN)-based… read more here.
Keywords: methodology; crack path; microstructure; microstructure sensitive ... See more keywords
Ir-Pd nanoalloys with enhanced surface-microstructure-sensitive catalytic activity for oxygen evolution reaction in acidic and alkaline media
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DOI: 10.1007/s40843-017-9187-1
Abstract: Ir-based electrocatalysts have been systematically studied for a variety of applications, among which the electrocatalysis for oxygen evolution reaction (OER) is one of the most prominent. The investigation on surface-microstructure- sensitive catalytic activity in different… read more here.
Keywords: surface microstructure; surface; alkaline media; acidic alkaline ... See more keywords