{"title":"通过AFM和EBSD数据的自动对准,晶体表面和表面形貌作为晶体取向的函数:在蚀刻铜多晶体中的应用","authors":"Ralf Brüning, Sawyer Stanley, Abhijit Singh, Mehrad Hajati, Tobias Bernhard, Sascha Dieter, Grégoire Dietrich","doi":"10.1007/s10853-025-10798-6","DOIUrl":null,"url":null,"abstract":"<div><p>Electron backscatter diffraction (EBSD) is used to determine the orientations of crystals on sample surfaces. In conjunction with the surface topography from atomic force microscopy (AFM), the facets of the crystals can be computed. Reconciling the coordinate systems of the EBSD and AFM measurements is a challenging and time-consuming process for rough polycrystal surfaces. This paper presents a novel method for importing EBSD data into the AFM coordinate system with minimal user input. This method proceeds by simulating EBSD band contrast images from the AFM topography. Then, a mapping between this simulated and the measured EBSD band contrast image is established by least-squares fitting. With this mapping, the EBSD data are projected onto the AFM coordinate system. In addition to automatic facet type determination, this enables a statistical analysis of the relation between the orientation and surface morphology of individual crystals on polycrystal surfaces. As an application example we analyze etched copper surfaces that are obtained in intermediate steps of the production of printed circuit boards (PCBs). Based on about 150 crystals, the analysis reveals a characteristic dependence of roughness and surface features such as ridges and etch hillocks on the crystal orientation.</p></div>","PeriodicalId":645,"journal":{"name":"Journal of Materials Science","volume":"60 14","pages":"6288 - 6306"},"PeriodicalIF":3.5000,"publicationDate":"2025-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s10853-025-10798-6.pdf","citationCount":"0","resultStr":"{\"title\":\"Crystal facets and surface morphology as a function of crystal orientation by automatic alignment of AFM and EBSD data: application to etched copper polycrystals\",\"authors\":\"Ralf Brüning, Sawyer Stanley, Abhijit Singh, Mehrad Hajati, Tobias Bernhard, Sascha Dieter, Grégoire Dietrich\",\"doi\":\"10.1007/s10853-025-10798-6\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><p>Electron backscatter diffraction (EBSD) is used to determine the orientations of crystals on sample surfaces. In conjunction with the surface topography from atomic force microscopy (AFM), the facets of the crystals can be computed. Reconciling the coordinate systems of the EBSD and AFM measurements is a challenging and time-consuming process for rough polycrystal surfaces. This paper presents a novel method for importing EBSD data into the AFM coordinate system with minimal user input. This method proceeds by simulating EBSD band contrast images from the AFM topography. Then, a mapping between this simulated and the measured EBSD band contrast image is established by least-squares fitting. With this mapping, the EBSD data are projected onto the AFM coordinate system. In addition to automatic facet type determination, this enables a statistical analysis of the relation between the orientation and surface morphology of individual crystals on polycrystal surfaces. As an application example we analyze etched copper surfaces that are obtained in intermediate steps of the production of printed circuit boards (PCBs). Based on about 150 crystals, the analysis reveals a characteristic dependence of roughness and surface features such as ridges and etch hillocks on the crystal orientation.</p></div>\",\"PeriodicalId\":645,\"journal\":{\"name\":\"Journal of Materials Science\",\"volume\":\"60 14\",\"pages\":\"6288 - 6306\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-04-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://link.springer.com/content/pdf/10.1007/s10853-025-10798-6.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Materials Science\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://link.springer.com/article/10.1007/s10853-025-10798-6\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Materials Science","FirstCategoryId":"88","ListUrlMain":"https://link.springer.com/article/10.1007/s10853-025-10798-6","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
Crystal facets and surface morphology as a function of crystal orientation by automatic alignment of AFM and EBSD data: application to etched copper polycrystals
Electron backscatter diffraction (EBSD) is used to determine the orientations of crystals on sample surfaces. In conjunction with the surface topography from atomic force microscopy (AFM), the facets of the crystals can be computed. Reconciling the coordinate systems of the EBSD and AFM measurements is a challenging and time-consuming process for rough polycrystal surfaces. This paper presents a novel method for importing EBSD data into the AFM coordinate system with minimal user input. This method proceeds by simulating EBSD band contrast images from the AFM topography. Then, a mapping between this simulated and the measured EBSD band contrast image is established by least-squares fitting. With this mapping, the EBSD data are projected onto the AFM coordinate system. In addition to automatic facet type determination, this enables a statistical analysis of the relation between the orientation and surface morphology of individual crystals on polycrystal surfaces. As an application example we analyze etched copper surfaces that are obtained in intermediate steps of the production of printed circuit boards (PCBs). Based on about 150 crystals, the analysis reveals a characteristic dependence of roughness and surface features such as ridges and etch hillocks on the crystal orientation.
期刊介绍:
The Journal of Materials Science publishes reviews, full-length papers, and short Communications recording original research results on, or techniques for studying the relationship between structure, properties, and uses of materials. The subjects are seen from international and interdisciplinary perspectives covering areas including metals, ceramics, glasses, polymers, electrical materials, composite materials, fibers, nanostructured materials, nanocomposites, and biological and biomedical materials. The Journal of Materials Science is now firmly established as the leading source of primary communication for scientists investigating the structure and properties of all engineering materials.