<p>We respond to Schaeben et al.’s<sup><CitationRef CitationID="CR1">1</CitationRef></sup> comment on our paper, “Machine Learning Enhanced Analysis of EBSD Data for Texture Representation.” While their observations are factually correct, they do not disprove our results. Our method, TACS, preserves the full distribution of crystallographic orientations and is validated with real-world data. We emphasize the importance of empirical validation over theoretical constructs in assessing machine learning methods’ practical performance.</p>

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Reply to: Comment on “Machine learning enhanced analysis of EBSD data for texture representation”

  • J. Wanni,
  • C. A. Bronkhorst,
  • D. J. Thoma

摘要

We respond to Schaeben et al.’s1 comment on our paper, “Machine Learning Enhanced Analysis of EBSD Data for Texture Representation.” While their observations are factually correct, they do not disprove our results. Our method, TACS, preserves the full distribution of crystallographic orientations and is validated with real-world data. We emphasize the importance of empirical validation over theoretical constructs in assessing machine learning methods’ practical performance.