journal article·2018-02

Phase differentiation by electron backscatter diffraction using the dictionary indexing approach

Farangis Ram, Marc De Graef

Acta Materialia· Volume 144
Publisher page

Abstract

Abstract Using the dictionary approach to Electron Backscatter Diffraction (EBSD) analysis, we address: (1) phase differentiation in highly-deformed or fine-grained materials; and (2) phase differentiation between phases with the same Bravais lattice and different lattice parameters. We introduce a phase differentiation confidence index based on the dictionary indexing approach and apply the index to scenarios where the classical EBSD indexing approach has major difficulties in delivering reliable results. We show that dictionary indexing successfully differentiates the phases in these scenarios and report on the confidence of such differentiations. We also show that dictionary indexing is sensitive to hydrostatic strain and can identify the correct amount of hydrostatic strain present in a material.
Source: openaire · Quality: candidate unverified · Source record ↗

Research context

OpenAlex topics: Machine Learning in Materials Science · Microstructure and mechanical properties · Ion-surface interactions and analysis

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