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◆ Microscopy and microanalysis : the official journal of Microscopy Society of America, Microbeam Analysis Society, Microscopical Society of Canada2026-09-08

kikuchipy: An Open-Source Toolbox for Analysis of EBSD Patterns.

Håkon W Ånes, Phillip Crout, Lars Andreas Lervik, Ole Natlandsmyr, Tina Bergh, Jarle Hjelen, Antonius T J van Helvoort, Knut Marthinsen

原始摘要(英文原文)· Original abstract
We present kikuchipy, an open-source toolbox for analysis of electron backscatter diffraction patterns, written in Python. The software is capable of both Hough and dictionary indexing and orientation and/or projection center refinement of patterns stored in file formats from all major vendors. Indexing results can be validated using maps independent of indexing and by visually comparing experimental and simulated patterns. By leveraging scientific packages in the Python ecosystem, emphasis is put on making the indexing workflow flexible and improve results through fast iteration. The software's capabilities are demonstrated on three application examples: analysis of orientation relationships in a super duplex stainless steel, phase differentiation of aluminum and silicon in a cast modified Al-Si alloy, and phase differentiation of particles in an Al-Mn alloy as Al6Mn or α-AlMnSi. The diffraction patterns and analysis workflows are made publicly available. kikuchipy was created and is developed as a resource for the electron microscopy community, allowing anyone to improve the software or include it into their own analysis workflows or softwares.
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kikuchipy: An Open-Source Toolbox for Analysis of EBSD Patterns. — 科研速览 Science Skim