<?xml version="1.0" encoding="utf-8"?>
<export-example>
  <doc>
    <id>56164</id>
    <completedYear/>
    <publishedYear>2022</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>111037</pageFirst>
    <pageLast/>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>222</volume>
    <type>article</type>
    <publisherName>Elsevier Ltd.</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Torsion of a rectangular bar: Complex phase distribution in 304L steel revealed by neutron tomography</title>
    <abstract language="eng">Metastable austenitic stainless steel (304L) samples with a rectangular cross-section were plastically deformed in torsion during which they experienced multiaxial stresses that led to a complex martensitic phase distribution owing to the transformation induced plasticity effect. A three-dimensional characterization of the phase distributions in these cm-sized samples was carried out by wavelength-selective neutron tomography. It was found that quantitatively correct results are obtained as long as the samples do not exhibit any considerable preferential grain orientation. Optical microscopy, electron backscatter diffraction, and finite element modeling were used to verify and explain the results obtained by neutron tomography. Altogether, neutron tomography was shown to extend the range of microstructure characterization methods towards the meso- and macroscale.</abstract>
    <parentTitle language="eng">Materials &amp; Design</parentTitle>
    <identifier type="doi">10.1016/j.matdes.2022.111037</identifier>
    <identifier type="issn">0264-1275</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-561649</identifier>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="date_peer_review">03.11.2022</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>K. Van Tran</author>
    <author>R. Woracek</author>
    <author>N. Kardjilov</author>
    <author>Henning Markötter</author>
    <author>D. Abou-Ras</author>
    <author>S. Puplampu</author>
    <author>C. Förster</author>
    <author>D. Penumadu</author>
    <author>C. F. O. Dahlberg</author>
    <author>J. Banhart</author>
    <author>I. Manke</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Neutron tomography</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Phase distribution</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Rectangular cross-section</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Torsion</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Geometrical effect</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/56164/Van_Tran_torsion_rectangular_bar_spectral_neutron_tomography.pdf</file>
  </doc>
  <doc>
    <id>56910</id>
    <completedYear/>
    <publishedYear>2022</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1</pageFirst>
    <pageLast>13</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>222</volume>
    <type>article</type>
    <publisherName>Elsevier Ltd.</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Torsion of a rectangular bar: Complex phase distribution in 304L steel revealed by neutron tomography</title>
    <abstract language="eng">Metastable austenitic stainless steel (304L) samples with a rectangular cross-section were plastically deformed in torsion during which they experienced multiaxial stresses that led to a complex martensitic phase distribution owing to the transformation induced plasticity effect. A three-dimensional characterization of the phase distributions in these cm-sized samples was carried out by wavelength-selective neutron tomography. It was found that quantitatively correct results are obtained as long as the samples do not exhibit any considerable preferential grain orientation. Optical microscopy, electron backscatter diffraction, and finite element modeling were used to verify and explain the results obtained by neutron tomography. Altogether, neutron tomography was shown to extend the range of microstructure characterization methods towards the meso- and macroscale.</abstract>
    <parentTitle language="eng">Materials &amp; Design</parentTitle>
    <identifier type="doi">10.1016/j.matdes.2022.111037</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-569101</identifier>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>K. V. Tran</author>
    <author>R. Woracek</author>
    <author>N. Kardjilov</author>
    <author>Henning Markötter</author>
    <author>D. Abou-Ras</author>
    <author>S. Puplampu</author>
    <author>C. Förster</author>
    <author>D. Penumadu</author>
    <author>C. F. O. Dahlberg</author>
    <author>J. Banhart</author>
    <author>I. Manke</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Neutron tomography</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Phase distribution</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Rectangular cross-section</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Torsion</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Geometrical effect</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/56910/Van_Tran_torsion_rectangular_bar_spectral_neutron_tomography.pdf</file>
  </doc>
  <doc>
    <id>56805</id>
    <completedYear/>
    <publishedYear>2022</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1</pageFirst>
    <pageLast>9</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>26</volume>
    <type>article</type>
    <publisherName>Elsevier B.V.</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">On the relationship between laser scan strategy, texture variations and hidden nucleation sites for failure in laser powder-bed fusion</title>
    <abstract language="eng">While laser powder-bed fusion has overcome some of the design constraints of conventional manufacturing methods, it requires careful selection of process parameters and scan strategies to obtain favorable properties. Here we show that even simple scan strategies, complex ones being inevitable when printing intricate designs, can inadvertently produce local alterations of the microstructure and preferential grain orientation over small areas – which easily remain unnoticed across the macroscale. We describe how a combined usage of neutron imaging and electron backscatter diffraction can reveal these localized variations and explain their origin within cm-sized parts. We explain the observed contrast variations by linking the neutron images to simulated data, pole figures and EBSD, providing an invaluable reference for future studies and showing that presumably minor changes of the scan strategy can have detrimental effects on the mechanical properties. In-situ tensile tests reveal that fracture occurs in a region that was re-melted during the building process.</abstract>
    <parentTitle language="eng">Materialia</parentTitle>
    <identifier type="doi">10.1016/j.mtla.2022.101614</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-568054</identifier>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="date_peer_review">09.01.2023</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>V. Pacheco</author>
    <author>J. J. Marattukalam</author>
    <author>D. Karlsson</author>
    <author>L. Dessieux</author>
    <author>K. V. Tran</author>
    <author>P. Beran</author>
    <author>I. Manke</author>
    <author>N. Kardjilov</author>
    <author>Henning Markötter</author>
    <author>M. Sahlberg</author>
    <author>R. Woracek</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Laser powder-bed fusion</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Texture</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Preferential orientation</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Diffraction contrast neutron imaging</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Bragg-edge</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <collection role="themenfelder" number="">Additive Fertigung</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/56805/2022_Pacheco_Bragg-Edge_N-imaging_AM.pdf</file>
  </doc>
  <doc>
    <id>56511</id>
    <completedYear/>
    <publishedYear>2022</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>22082</pageFirst>
    <pageLast>22098</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>57</volume>
    <type>article</type>
    <publisherName>Springer Science + Business Media</publisherName>
    <publisherPlace>Dordrecht</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Influence of a 265 °C heat treatment on the residual stress state of a PBF-LB/M AlSi10Mg alloy</title>
    <abstract language="eng">Laser Powder Bed Fusion (PBF-LB/M) additive manufacturing (AM) induces&#13;
high magnitude residual stress (RS) in structures due to the extremely heterogeneous cooling and heating rates. As the RS can be deleterious to the fatigue resistance of engineering components, great efforts are focused on understanding their generation and evolution after post-process heat treatments. In this study, one of the few of its kind, the RS relaxation induced in an as-built PBF-LB/M AlSi10Mg material by a low-temperature heat treatment (265 °C for 1 h) is studied by means of X-ray and neutron diffraction. Since the specimens are manufactured using a baseplate heated up to 200 °C, low RS are found in the as-built condition. After heat treatment a redistribution of the RS is observed, while their magnitude remains constant. It is proposed that the redistribution is induced by a repartition of stresses between the a-aluminium matrix and the silicon phase, as the morphology of the silicon phase is affected by the heat treatment. A considerable scatter is observed in the neutron diffraction RS profiles, which is principally correlated to the presence (or absence) of pockets of porosity developed at the borders of the chessboard pattern.</abstract>
    <parentTitle language="eng">Journal of materials science</parentTitle>
    <identifier type="doi">10.1007/s10853-022-07997-w</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-565115</identifier>
    <identifier type="issn">1573-4803</identifier>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="date_peer_review">18.01.2023</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Ilaria Roveda</author>
    <author>Itziar Serrano-Munoz</author>
    <author>Tatiana Mishurova</author>
    <author>Mauro Madia</author>
    <author>T. Pirling</author>
    <author>Alexander Evans</author>
    <author>M. Klaus</author>
    <author>J. Haubrich</author>
    <author>G. Requena</author>
    <author>Giovanni Bruno</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Neutron diffraction</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Additive manufacturing</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="institutes" number="">9 Komponentensicherheit</collection>
    <collection role="institutes" number="">9.4 Integrität von Schweißverbindungen</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <collection role="themenfelder" number="">Additive Fertigung</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/56511/Roveda_et_al-2022-Journal_of_Materials_Science.pdf</file>
  </doc>
  <doc>
    <id>63736</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1</pageFirst>
    <pageLast>8</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>14</volume>
    <type>article</type>
    <publisherName>Elsevier B.V.</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Chamfer distance for non-linear registration of Triply Periodic Minimal Surface lattices</title>
    <abstract language="eng">We present a 3D image registration technique for non-linear deformation estimation in Additive Manufacturing processes. The methodology involves comparing X-ray Computed Tomography (XCT) data with Computer Aided Design (CAD) models for Triply Periodic Minimal Surface (TPMS) lattices and employs the Chamfer distance to refine mesh non-linear deformations.</abstract>
    <parentTitle language="eng">Additive Manufacturing Letters</parentTitle>
    <identifier type="issn">2772-3690</identifier>
    <identifier type="doi">10.1016/j.addlet.2025.100299</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-637367</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="opus_import_data">{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:40:09Z","timestamp":1752626409853,"version":"3.41.2"},"reference-count":40,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,7,1]],"date-time":"2025-07-01T00:00:00Z","timestamp":1751328000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Additive Manufacturing Letters"],"published-print":{"date-parts":[[2025,7]]},"DOI":"10.1016\/j.addlet.2025.100299","type":"journal-article","created":{"date-parts":[[2025,7,15]],"date-time":"2025-07-15T22:57:44Z","timestamp":1752620264000},"page":"100299","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":0,"special_numbering":"C","title":["Chamfer distance for non-linear registration of Triply Periodic Minimal Surface lattices"],"prefix":"10.1016","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5293-9499","authenticated-orcid":false,"given":"Michela","family":"Lapenna","sequence":"first","affiliation":[]},{"given":"Francesco","family":"Faglioni","sequence":"additional","affiliation":[]},{"given":"Keerthana","family":"Chand","sequence":"additional","affiliation":[]},{"given":"Bardia","family":"Hejazi","sequence":"additional","affiliation":[]},{"given":"Rita","family":"Fioresi","sequence":"additional","affiliation":[]},{"given":"Giovanni","family":"Bruno","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.addlet.2025.100299_b1","first-page":"1","article-title":"Review on image registration methods for the quality control in additive manufacturing","author":"Chand","year":"2025","journal-title":"Prog. Addit. Manuf."},{"issue":"6","key":"10.1016\/j.addlet.2025.100299_b2","doi-asserted-by":"crossref","DOI":"10.1115\/1.4054202","article-title":"Additive manufacturing in situ and ex situ geometric data registration","volume":"22","author":"Feng","year":"2022","journal-title":"J. Comput. Inf. Sci. Eng."},{"year":"2021","series-title":"Image registration and matching error in 2d and 3d for laser powder bed fusion","author":"Lang","key":"10.1016\/j.addlet.2025.100299_b3"},{"issue":"4","key":"10.1016\/j.addlet.2025.100299_b4","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1080\/00224065.2021.1926377","article-title":"Complex geometries in additive manufacturing: A new solution for lattice structure modeling and monitoring","volume":"54","author":"Colosimo","year":"2022","journal-title":"J. Qual. Technol."},{"key":"10.1016\/j.addlet.2025.100299_b5","article-title":"A learning framework for deformable medical image registration","author":"VoxelMorph","year":"2019","journal-title":"IEEE Trans. Med. Imaging"},{"year":"2021","series-title":"Attention for image registration (air): an unsupervised transformer approach","author":"Wang","key":"10.1016\/j.addlet.2025.100299_b6"},{"key":"10.1016\/j.addlet.2025.100299_b7","first-page":"88","article-title":"Non-iterative coarse-to-fine registration based on single-pass deep cumulative learning","volume":"2022","author":"Meng","year":"2022","journal-title":"Med. Image Comput. Comput. Assist. Interv. \u2013 MICCAI"},{"year":"2024","series-title":"Deep implicit optimization enables robust learnable features for deformable image registration","author":"Jena","key":"10.1016\/j.addlet.2025.100299_b8"},{"key":"10.1016\/j.addlet.2025.100299_b9","series-title":"International Joint Conference on Artificial Intelligence","article-title":"Parametric correspondence and chamfer matching: Two new techniques for image matching","author":"Barrow","year":"1977"},{"year":"2025","series-title":"Occlusion-aware non-rigid point cloud registration via unsupervised neural deformation correntropy","author":"Zhao","key":"10.1016\/j.addlet.2025.100299_b10"},{"key":"10.1016\/j.addlet.2025.100299_b11","series-title":"2017 IEEE Conference on Computer Vision and Pattern Recognition","first-page":"2463","article-title":"A point set generation network for 3d object reconstruction from a single image","author":"Fan","year":"2017"},{"key":"10.1016\/j.addlet.2025.100299_b12","series-title":"Proceedings of the 35th International Conference on Neural Information Processing Systems","article-title":"Neural scene flow prior","author":"Li","year":"2021"},{"key":"10.1016\/j.addlet.2025.100299_b13","series-title":"Proceedings of the 36th International Conference on Neural Information Processing Systems","article-title":"Non-rigid point cloud registration with neural deformation pyramid","author":"Li","year":"2022"},{"key":"10.1016\/j.addlet.2025.100299_b14","doi-asserted-by":"crossref","unstructured":"S. Prokudin, Q. Ma, M. Raafat, J. Valentin, S. Tang, Dynamic point fields, in: Proceedings of the IEEE\/CVF International Conference on Computer Vision, ICCV, 2023, pp. 7964\u20137976.","DOI":"10.1109\/ICCV51070.2023.00732"},{"issue":"6","key":"10.1016\/j.addlet.2025.100299_b15","doi-asserted-by":"crossref","first-page":"567","DOI":"10.1109\/34.24792","article-title":"Principal warps: Thin-plate splines and the decomposition of deformations","volume":"11","author":"Bookstein","year":"1992","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"8","key":"10.1016\/j.addlet.2025.100299_b16","doi-asserted-by":"crossref","first-page":"712","DOI":"10.1109\/42.796284","article-title":"Nonrigid registration using free-form deformations: Application to breast mr images","volume":"18","author":"Rueckert","year":"2003","journal-title":"IEEE Trans. Med. Imaging"},{"key":"10.1016\/j.addlet.2025.100299_b17","doi-asserted-by":"crossref","DOI":"10.1088\/2631-7990\/ac5be6","article-title":"Triply periodic minimal surface (tpms) porous structures: from multi-scale design, precise additive manufacturing to multidisciplinary applications","volume":"4","author":"Feng","year":"2022","journal-title":"Int. J. Extrem. Manuf."},{"key":"10.1016\/j.addlet.2025.100299_b18","doi-asserted-by":"crossref","first-page":"264","DOI":"10.1016\/j.msea.2016.06.013","article-title":"A mechanical property evaluation of graded density al-si10-mg lattice structures manufactured by selective laser melting","volume":"670","author":"Maskery","year":"2016","journal-title":"Mater. Sci. Eng.: A"},{"key":"10.1016\/j.addlet.2025.100299_b19","first-page":"53","article-title":"Compressive properties of ti-6al-4v auxiliary mesh structures for energy absorption applications","volume":"27","author":"Yang","year":"2019","journal-title":"Addit. Manuf."},{"key":"10.1016\/j.addlet.2025.100299_b20","article-title":"Topology-mechanical property relationship of 3d printed strut, skeletal, and sheet-based periodic metallic cellular materials","volume":"36","author":"Al-Ketan","year":"2020","journal-title":"Addit. Manuf."},{"key":"10.1016\/j.addlet.2025.100299_b21","doi-asserted-by":"crossref","DOI":"10.1016\/j.tws.2024.112312","article-title":"Enhanced mechanical properties of sandwich panels via integrated 3D printing of continuous fiber face sheet and TPMS core","volume":"204","author":"Li","year":"2024","journal-title":"Thin-Walled Struct."},{"issue":"9","key":"10.1016\/j.addlet.2025.100299_b22","doi-asserted-by":"crossref","DOI":"10.1002\/adem.201800029","article-title":"Microarchitected stretching-dominated mechanical metamaterials with minimal surface topologies","volume":"20","author":"Al-Ketan","year":"2018","journal-title":"Adv. Eng. Mater."},{"year":"2022","series-title":"Design of Functionally Graded Parts for Additive Manufacturing: Methods and Tools for Variable Density Triply Periodic Minimal Surfaces","author":"Salazar","key":"10.1016\/j.addlet.2025.100299_b23"},{"key":"10.1016\/j.addlet.2025.100299_b24","article-title":"X-ray flat-panel detector geometry correction to improve dimensional computed tomography measurements","volume":"31","author":"Luethi","year":"2019","journal-title":"Meas. Sci. Technol."},{"issue":"1","key":"10.1016\/j.addlet.2025.100299_b25","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1007\/s10921-025-01174-0","article-title":"A comparative study of rigid three-dimensional image registration methods for powder bed fusion with laser beam of metals using a gold standard approach","volume":"44","author":"Chand","year":"2025","journal-title":"J. Nondestruct. Eval."},{"key":"10.1016\/j.addlet.2025.100299_b26","doi-asserted-by":"crossref","first-page":"2445","DOI":"10.1007\/s12206-014-0601-9","article-title":"Mesh generation of porous metals from x-ray computed tomography volume data","volume":"28","author":"Niu","year":"2013","journal-title":"J. Mech. Sci. Technol."},{"key":"10.1016\/j.addlet.2025.100299_b27","doi-asserted-by":"crossref","unstructured":"C. Koc, O. Pinarer, S. Turhan, 3d mesh model generation from ct and mri data, in: 2021 IEEE International Conference on Big Data (Big Data), 2022, pp. 4725\u20134730.","DOI":"10.1109\/BigData52589.2021.9671951"},{"key":"10.1016\/j.addlet.2025.100299_b28","unstructured":"X. Zheng, G. Xu, 3d finite element meshing from imaging data, in: Proceedings of the 2009 International Conference on Image Processing, Computer Vision, and Pattern Recognition, 2009, pp. 1\u20136."},{"year":"2016","series-title":"An overview of gradient descent optimization algorithms","author":"Ruder","key":"10.1016\/j.addlet.2025.100299_b29"},{"year":"2020","series-title":"Deform a source mesh to form a target mesh using 3d loss functions","author":"Facebook AI Research","key":"10.1016\/j.addlet.2025.100299_b30"},{"key":"10.1016\/j.addlet.2025.100299_b31","doi-asserted-by":"crossref","DOI":"10.1007\/s00170-024-13514-x","article-title":"New multi-function building plate for improving metal laser powder bed fusion by enhancing the alignment accuracy of in-process monitoring data, computed tomography measurements, and building volume geometry","volume":"132","author":"Zanini","year":"2024","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"10.1016\/j.addlet.2025.100299_b32","article-title":"New experimental approach for local measurements of effective layer thickness, powder bed density and volumetric energy density to enhance metal laser powder bed fusion","volume":"93","author":"Zanini","year":"2025","journal-title":"Addit. Manuf."},{"issue":"7","key":"10.1016\/j.addlet.2025.100299_b33","doi-asserted-by":"crossref","DOI":"10.3390\/mi14071480","article-title":"A review of the residual stress generation in metal additive manufacturing: Analysis of cause, measurement, effects, and prevention","volume":"14","author":"Bastola","year":"2023","journal-title":"Micromachines"},{"issue":"C","key":"10.1016\/j.addlet.2025.100299_b34","article-title":"A new procedure for implementing the modified inherent strain method with improved accuracy in predicting both residual stress and deformation for laser powder bed fusion","volume":"47","author":"Dong","year":"2021","journal-title":"Addit. Manuf."},{"key":"10.1016\/j.addlet.2025.100299_b35","doi-asserted-by":"crossref","first-page":"4575","DOI":"10.1007\/s00170-024-13255-x","article-title":"A new variant of the inherent strain method for the prediction of distortion in powder bed fusion additive manufacturing processes","volume":"131","author":"Pourabdollah","year":"2024","journal-title":"Int. J. Adv. Manuf. Technol."},{"key":"10.1016\/j.addlet.2025.100299_b36","doi-asserted-by":"crossref","DOI":"10.1016\/j.ijmecsci.2024.108983","article-title":"Multi-scale numerical analysis of damage modes in 3D stitched composites","volume":"266","author":"Li","year":"2024","journal-title":"Int. J. Mech. Sci."},{"key":"10.1016\/j.addlet.2025.100299_b37","doi-asserted-by":"crossref","DOI":"10.1038\/s41598-019-56008-7","article-title":"Semantic segmentation of synchrotron tomography of multiphase al-si alloys using a convolutional neural network with a pixel-wise weighted loss function","author":"Strohmann","year":"2019","journal-title":"Sci. Rep."},{"issue":"2","key":"10.1016\/j.addlet.2025.100299_b38","doi-asserted-by":"crossref","DOI":"10.3390\/jimaging9020022","article-title":"Synthetic data generation for automatic segmentation of x-ray computed tomography reconstructions of complex microstructures","volume":"9","author":"Tsamos","year":"2023","journal-title":"J. Imaging"},{"key":"10.1016\/j.addlet.2025.100299_b39","doi-asserted-by":"crossref","DOI":"10.1007\/s42452-024-05985-0","article-title":"Geometric deep learning for enhanced quantitative analysis of microstructures in x-ray computed tomography data","volume":"6","author":"Lapenna","year":"2024","journal-title":"Discov. Appl. Sci."},{"issue":"16","key":"10.1016\/j.addlet.2025.100299_b40","doi-asserted-by":"crossref","first-page":"6907","DOI":"10.1007\/s10853-025-10834-5","article-title":"Vision GNN (ViG) architecture for a fine-tuned segmentation of a complex al\u2013si metal matrix composite XCT volume","volume":"60","author":"Lapenna","year":"2025","journal-title":"J. Mater. Sci."}],"container-title":["Additive Manufacturing Letters"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2772369025000337?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S2772369025000337?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:13:26Z","timestamp":1752624806000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S2772369025000337"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,7]]},"references-count":40,"alternative-id":["S2772369025000337"],"URL":"https:\/\/doi.org\/10.1016\/j.addlet.2025.100299","relation":{},"ISSN":["2772-3690"],"issn-type":[{"type":"print","value":"2772-3690"}],"subject":[],"published":{"date-parts":[[2025,7]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Chamfer distance for non-linear registration of Triply Periodic Minimal Surface lattices","name":"articletitle","label":"Article Title"},{"value":"Additive Manufacturing Letters","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.addlet.2025.100299","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2025 Published by Elsevier B.V.","name":"copyright","label":"Copyright"}],"article-number":"100299"}}</enrichment>
    <enrichment key="local_crossrefDocumentType">journal-article</enrichment>
    <enrichment key="local_crossrefLicence">https://www.elsevier.com/tdm/userlicense/1.0/</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PublisherName,TitleMain_1,Language,TitleParent_1,ArticleNumber,Volume,PublishedYear,IdentifierIssn,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="date_peer_review">04.08.2025</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Michela Lapenna</author>
    <author>Francesco Faglioni</author>
    <author>Keerthana Chand</author>
    <author>Bardia Hejazi</author>
    <author>Rita Fioresi</author>
    <author>Giovanni Bruno</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>X-ray Computed tomography</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Defects</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Machine Learning</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Digital Twin</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Registration</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <collection role="themenfelder" number="">Additive Fertigung</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/63736/1-s2.0-S2772369025000337-main.pdf</file>
  </doc>
  <doc>
    <id>64011</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1</pageFirst>
    <pageLast>10</pageLast>
    <pageNumber/>
    <edition/>
    <issue>10</issue>
    <volume>12</volume>
    <type>article</type>
    <publisherName>Wiley</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Morphological Evolution of Sn‐Metal‐Based Anodes for Lithium‐Ion Batteries Using Operando X‐Ray Imaging</title>
    <abstract language="eng">Sn‐based electrodes are promising candidates for next‐generation lithium‐ion batteries. However, it suffers from deleterious micro‐structural deformation as it undergoes drastic volume changes upon lithium insertion and extraction. Progress in designing these materials is limited to complex structures. There is a significant need to develop an alloy‐based anode that can be industrially manufactured and offers high reversible capacity. This necessitates a profound understanding of the interplay between structural changes and electrochemical performance. Here, operando X‐ray imaging is used to correlate the morphological evolution to electrochemical performance in foil and foam systems. The 3D Sn‐foam‐like structure electrode is fabricated in‐house as a practical approach to accommodate the volume expansion and alleviate the mechanical stress experienced upon alloying/dealloying. Results show that generating pores in Sn electrodes can help manage the volume expansion and mitigate the severe mechanical stress in thick electrodes during alloying/dealloying processes. The foam electrode demonstrates superior electrochemical performance compared to non‐porous Sn foil with an equivalent absolute capacity. This work advances the understanding of the real‐time morphological evolution of Sn bulky electrodes.</abstract>
    <parentTitle language="eng">Advanced Science</parentTitle>
    <identifier type="issn">2198-3844</identifier>
    <identifier type="doi">10.1002/advs.202414892</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-640112</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="opus_import_data">{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,15]],"date-time":"2025-08-15T01:56:25Z","timestamp":1755222985829,"version":"3.43.0"},"reference-count":63,"publisher":"Wiley","issue":"10","license":[{"start":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T00:00:00Z","timestamp":1737072000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100014132","name":"European Metrology Programme for Innovation and Research","doi-asserted-by":"publisher","award":["21GRD01"],"id":[{"id":"10.13039\/100014132","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["advanced.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Advanced Science"],"published-print":{"date-parts":[[2025,3]]},"abstract":"&lt;jats:title&gt;Abstract&lt;\/jats:title&gt;&lt;jats:p&gt;Sn\u2010based electrodes are promising candidates for next\u2010generation lithium\u2010ion batteries. However, it suffers from deleterious micro\u2010structural deformation as it undergoes drastic volume changes upon lithium insertion and extraction. Progress in designing these materials is limited to complex structures. There is a significant need to develop an alloy\u2010based anode that can be industrially manufactured and offers high reversible capacity. This necessitates a profound understanding of the interplay between structural changes and electrochemical performance. Here, operando X\u2010ray imaging is used to correlate the morphological evolution to electrochemical performance in foil and foam systems. The 3D Sn\u2010foam\u2010like structure electrode is fabricated in\u2010house as a practical approach to accommodate the volume expansion and alleviate the mechanical stress experienced upon alloying\/dealloying. Results show that generating pores in Sn electrodes can help manage the volume expansion and mitigate the severe mechanical stress in thick electrodes during alloying\/dealloying processes. The foam electrode demonstrates superior electrochemical performance compared to non\u2010porous Sn foil with an equivalent absolute capacity. This work advances the understanding of the real\u2010time morphological evolution of Sn bulky electrodes.&lt;\/jats:p&gt;","DOI":"10.1002\/advs.202414892","type":"journal-article","created":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T15:20:32Z","timestamp":1737127232000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Morphological Evolution of Sn\u2010Metal\u2010Based Anodes for Lithium\u2010Ion Batteries Using Operando X\u2010Ray Imaging"],"prefix":"10.1002","volume":"12","author":[{"given":"Bouchra","family":"Bouabadi","sequence":"first","affiliation":[{"name":"Department of Microstructure and Residual Stress Analysis Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"given":"Andr\u00e9","family":"Hilger","sequence":"additional","affiliation":[{"name":"Institute for Electrochemical Energy Storage (CE\u2010IEES) Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"given":"Paul H.","family":"Kamm","sequence":"additional","affiliation":[{"name":"Department of Microstructure and Residual Stress Analysis Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"given":"Tillmann R.","family":"Neu","sequence":"additional","affiliation":[{"name":"Department of Microstructure and Residual Stress Analysis Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"given":"Nikolay","family":"Kardjilov","sequence":"additional","affiliation":[{"name":"Institute for Electrochemical Energy Storage (CE\u2010IEES) Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"given":"Michael","family":"Sintschuk","sequence":"additional","affiliation":[{"name":"Bundesanstalt f\u00fcr Materialforschung und \u2010Pr\u00fcfung  12205 Berlin Germany"}]},{"given":"Henning","family":"Mark\u00f6tter","sequence":"additional","affiliation":[{"name":"Bundesanstalt f\u00fcr Materialforschung und \u2010Pr\u00fcfung  12205 Berlin Germany"}]},{"given":"Thomas","family":"Schedel\u2010Niedrig","sequence":"additional","affiliation":[{"name":"Institute for Electrochemical Energy Storage (CE\u2010IEES) Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"given":"Daniel","family":"Abou\u2010Ras","sequence":"additional","affiliation":[{"name":"Department of Structure and Dynamics of Energy Materials (SE\u2010ASD) Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"given":"Francisco","family":"Garc\u00eda\u2010Moreno","sequence":"additional","affiliation":[{"name":"Department of Microstructure and Residual Stress Analysis Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0100-8365","authenticated-orcid":false,"given":"Sebastian","family":"Risse","sequence":"additional","affiliation":[{"name":"Institute for Electrochemical Energy Storage (CE\u2010IEES) Helmholtz\u2010Zentrum Berlin f\u00fcr Materialien und Energie  Hahn\u2010Meitner\u2010Platz 1 14109 Berlin Germany"}]}],"member":"311","published-online":{"date-parts":[[2025,1,17]]},"reference":[{"key":"e_1_2_8_1_1","doi-asserted-by":"publisher","DOI":"10.1021\/cr500207g"},{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1039\/C9EE01404G"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/s41918-020-00082-3"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.3390\/ma6010156"},{"key":"e_1_2_8_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eml.2016.03.004"},{"key":"e_1_2_8_6_1","doi-asserted-by":"publisher","DOI":"10.1149\/2.0041411jes"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.chemmater.0c02981"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1149\/1.3574027"},{"key":"e_1_2_8_9_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.1241882"},{"key":"e_1_2_8_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2005.03.052"},{"key":"e_1_2_8_11_1","doi-asserted-by":"publisher","DOI":"10.1149\/2.0121513jes"},{"key":"e_1_2_8_12_1","doi-asserted-by":"publisher","DOI":"10.1038\/nenergy.2016.71"},{"key":"e_1_2_8_13_1","doi-asserted-by":"publisher","DOI":"10.1039\/C0EE00281J"},{"key":"e_1_2_8_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/aenm.201300882"},{"key":"e_1_2_8_15_1","doi-asserted-by":"publisher","DOI":"10.1021\/jp206829q"},{"key":"e_1_2_8_16_1","doi-asserted-by":"publisher","DOI":"10.1038\/nmat3741"},{"key":"e_1_2_8_17_1","doi-asserted-by":"publisher","DOI":"10.1038\/nnano.2014.6"},{"key":"e_1_2_8_18_1","doi-asserted-by":"publisher","DOI":"10.1021\/ja1031997"},{"key":"e_1_2_8_19_1","doi-asserted-by":"publisher","DOI":"10.1038\/nnano.2012.35"},{"key":"e_1_2_8_20_1","doi-asserted-by":"publisher","DOI":"10.1021\/nl3014814"},{"key":"e_1_2_8_21_1","doi-asserted-by":"publisher","DOI":"10.1002\/aenm.201100380"},{"key":"e_1_2_8_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2020.05.009"},{"key":"e_1_2_8_23_1","doi-asserted-by":"publisher","DOI":"10.1002\/aenm.201902150"},{"key":"e_1_2_8_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.joule.2019.01.005"},{"key":"e_1_2_8_25_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.nanolett.9b03626"},{"key":"e_1_2_8_26_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsenergylett.7b00844"},{"key":"e_1_2_8_27_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-14550-3"},{"key":"e_1_2_8_28_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-15452-0"},{"key":"e_1_2_8_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ensm.2020.06.007"},{"key":"e_1_2_8_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.elecom.2009.12.002"},{"key":"e_1_2_8_31_1","doi-asserted-by":"publisher","DOI":"10.1002\/anie.201310402"},{"key":"e_1_2_8_32_1","doi-asserted-by":"publisher","DOI":"10.1021\/am508593s"},{"key":"e_1_2_8_33_1","doi-asserted-by":"publisher","DOI":"10.1149\/1.1556595"},{"key":"e_1_2_8_34_1","doi-asserted-by":"publisher","DOI":"10.1149\/1.1383070"},{"key":"e_1_2_8_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-7753(99)00263-3"},{"key":"e_1_2_8_36_1","doi-asserted-by":"publisher","DOI":"10.1149\/1.1390699"},{"key":"e_1_2_8_37_1","doi-asserted-by":"publisher","DOI":"10.1149\/1.1837740"},{"key":"e_1_2_8_38_1","doi-asserted-by":"publisher","DOI":"10.1149\/1.1838201"},{"key":"e_1_2_8_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1388-2481(03)00135-8"},{"key":"e_1_2_8_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2016.08.136"},{"key":"e_1_2_8_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.scriptamat.2014.08.011"},{"key":"e_1_2_8_42_1","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevB.58.15583"},{"key":"e_1_2_8_43_1","doi-asserted-by":"publisher","DOI":"10.1149\/2.077203jes"},{"key":"e_1_2_8_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jallcom.2004.09.047"},{"key":"e_1_2_8_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.actamat.2007.12.002"},{"key":"e_1_2_8_46_1","doi-asserted-by":"publisher","DOI":"10.5796\/electrochemistry.78.460"},{"key":"e_1_2_8_47_1","doi-asserted-by":"publisher","DOI":"10.1039\/c0jm02893b"},{"key":"e_1_2_8_48_1","doi-asserted-by":"publisher","DOI":"10.1149\/2.038201jes"},{"key":"e_1_2_8_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pmatsci.2014.02.001"},{"key":"e_1_2_8_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/0079-6786(90)90006-2"},{"key":"e_1_2_8_51_1","doi-asserted-by":"publisher","DOI":"10.1002\/anie.199107891"},{"key":"e_1_2_8_52_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201301795"},{"key":"e_1_2_8_53_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpowsour.2013.03.135"},{"key":"e_1_2_8_54_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201900826"},{"key":"e_1_2_8_55_1","doi-asserted-by":"publisher","DOI":"10.1016\/0001-6160(56)90041-4"},{"key":"e_1_2_8_56_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02664244"},{"key":"e_1_2_8_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nanoen.2016.12.002"},{"key":"e_1_2_8_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nanoen.2019.104274"},{"key":"e_1_2_8_59_1","doi-asserted-by":"publisher","DOI":"10.1039\/C5CP01999K"},{"key":"e_1_2_8_60_1","doi-asserted-by":"publisher","DOI":"10.1149\/1.2752985"},{"key":"e_1_2_8_61_1","doi-asserted-by":"publisher","DOI":"10.1149\/2.083112jes"},{"key":"e_1_2_8_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0079-6425(00)00002-5"},{"key":"e_1_2_8_63_1","doi-asserted-by":"publisher","DOI":"10.1107\/S1600577522007342"}],"container-title":["Advanced Science"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/advanced.onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/advs.202414892","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,8,11]],"date-time":"2025-08-11T09:43:17Z","timestamp":1754905397000},"score":1,"resource":{"primary":{"URL":"https:\/\/advanced.onlinelibrary.wiley.com\/doi\/10.1002\/advs.202414892"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1,17]]},"references-count":63,"journal-issue":{"issue":"10","published-print":{"date-parts":[[2025,3]]}},"alternative-id":["10.1002\/advs.202414892"],"URL":"https:\/\/doi.org\/10.1002\/advs.202414892","archive":["Portico"],"relation":{},"ISSN":["2198-3844","2198-3844"],"issn-type":[{"type":"print","value":"2198-3844"},{"type":"electronic","value":"2198-3844"}],"subject":[],"published":{"date-parts":[[2025,1,17]]},"assertion":[{"value":"2024-11-14","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2025-01-17","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2414892"}}</enrichment>
    <enrichment key="local_crossrefDocumentType">journal-article</enrichment>
    <enrichment key="local_crossrefLicence">http://creativecommons.org/licenses/by/4.0/</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorFirstName_7,PersonAuthorLastName_7,PersonAuthorFirstName_8,PersonAuthorLastName_8,PersonAuthorFirstName_9,PersonAuthorLastName_9,PersonAuthorFirstName_10,PersonAuthorLastName_10,PersonAuthorFirstName_11,PersonAuthorLastName_11,PersonAuthorIdentifierOrcid_11,PublisherName,TitleMain_1,Language,TitleAbstract_1,TitleParent_1,ArticleNumber,Issue,Volume,PublishedYear,IdentifierIssn,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="date_peer_review">03.09.2025</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Bouchra Bouabadi</author>
    <author>André Hilger</author>
    <author>Paul H. Kamm</author>
    <author>Tillmann R. Neu</author>
    <author>Nikolay Kardjilov</author>
    <author>Michael Sintschuk</author>
    <author>Henning Markötter</author>
    <author>Thomas Schedel‐Niedrig</author>
    <author>Daniel Abou‐Ras</author>
    <author>Francisco García‐Moreno</author>
    <author>Sebastian Risse</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Synchrotron radiation</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>X-ray imaging</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Lithium-ion battery</value>
    </subject>
    <collection role="ddc" number="621">Angewandte Physik</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Energie</collection>
    <collection role="themenfelder" number="">Elektrische Energiespeicher und -umwandlung</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/64011/2025 - Bouabadi.pdf</file>
  </doc>
  <doc>
    <id>64391</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1</pageFirst>
    <pageLast>13</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>229</volume>
    <type>article</type>
    <publisherName>Elsevier Inc.</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Statistical analysis of grains and pores within polycrystalline Al2TiO5  ceramics, based on X-ray computed tomography</title>
    <abstract language="eng">Advanced statistical image analysis workflows were developed to segment and quantitatively evaluate 2D electron-backscatter diffraction (EBSD) maps and 3D synchrotron X-ray computed tomography (SXCT) volumes of a polycrystalline Al2TiO5 refractory composite that contains microcracks and pores. Several size, shape, and further geometric descriptors were determined for both the solid phase (Al2TiO5 grains) and the pore space. The resulting pore-size distribution is distinctly bimodal: coarse pores (tens to hundreds of micrometers), traced to incomplete powder compaction, coexist with fine pores generated during sintering. The two pore populations appear to be correlated with grain growth and crystallographic orientation in different ways. Finally, the descriptors obtained from the 2D EBSD and 3D SXCT data sets are internally consistent but complementary, highlighting the value of characterizations based on EBSD and SXCT in the microstructural study of refractory ceramics.</abstract>
    <parentTitle language="eng">Materials Characterization</parentTitle>
    <identifier type="issn">1044-5803</identifier>
    <identifier type="doi">10.1016/j.matchar.2025.115602</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-643918</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">journal-article</enrichment>
    <enrichment key="local_crossrefLicence">https://www.elsevier.com/tdm/userlicense/1.0/</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorIdentifierOrcid_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorIdentifierOrcid_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorIdentifierOrcid_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorIdentifierOrcid_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorIdentifierOrcid_6,PersonAuthorFirstName_7,PersonAuthorLastName_7,PersonAuthorIdentifierOrcid_7,PersonAuthorFirstName_8,PersonAuthorLastName_8,PublisherName,TitleMain_1,Language,TitleParent_1,ArticleNumber,Volume,PublishedYear,IdentifierIssn,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="date_peer_review">03.11.2025</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Philipp Rieder</author>
    <author>Lukas Petrich</author>
    <author>Itziar Serrano-Munoz</author>
    <author>Mossaab Mouiya</author>
    <author>Henning Markötter</author>
    <author>Marc Huger</author>
    <author>Giovanni Bruno</author>
    <author>Volker Schmidt</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Synchrotron X-ray computed tomography</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Electron-backscatter diffraction</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Aluminum titanate</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Morphological reconstruction</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Image Segmentation</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Statistical image analysis</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <collection role="themenfelder" number="">Materialdesign</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/64391/Rieder_ISM_HM_GB_Statistical_analysis_of_Grains_and_pores_AT.pdf</file>
  </doc>
  <doc>
    <id>63324</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1</pageFirst>
    <pageLast>16</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>320</volume>
    <type>article</type>
    <publisherName>Elsevier B.V.</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Revealing the (positive) role of porosity within polymeric additively manufactured lattices via X-ray computed tomography</title>
    <abstract language="eng">The mechanical properties of lattice geometries are known to be significantly influenced by a variety of manufacturing defects. This study investigates the influence of porosity on the mechanical behaviour of strut-based body-centred cubic (BCC) lattice structures produced with powder bed fusion with laser beam PBF-LB/P using PA2200 nylon powder. The study combines advanced techniques, including in-situ laboratory X-ray computed tomography (XCT), synchrotron XCT to visualise pores and roughness in high resolution at a single-cell level and image-based finite element analysis (FEA). The findings show that failure in thin-walled AM lattices is governed by the combined effects of porosity morphology, location, surface roughness, and cross-section reduction. The presence of internal porosity is found to attenuate both the amplitude of elastic modulus fluctuations and the severity of stress concentrations induced by surface irregularities.</abstract>
    <parentTitle language="eng">International Journal of Solids and Structures</parentTitle>
    <identifier type="issn">0020-7683</identifier>
    <identifier type="doi">10.1016/j.ijsolstr.2025.113488</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-633245</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">journal-article</enrichment>
    <enrichment key="local_crossrefLicence">https://www.elsevier.com/tdm/userlicense/1.0/</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="date_peer_review">30.06.2025</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Danilo Bruson</author>
    <author>Itziar Serrano-Munoz</author>
    <author>Tobias Fritsch</author>
    <author>Henning Markötter</author>
    <author>Manuela Galati</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Nylon Pa2200</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Laser powder bed fusion (PBF-LB)</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Processing defects</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Synchrotron X-ray computed tomography  (XCT)</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Digital volume correlation (DVC)</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Image-based finite element simulations</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="themenfelder" number="">Degradationsmechanismen</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/63324/Bruson_et_al_Polito_nylon_lattices.pdf</file>
  </doc>
  <doc>
    <id>64508</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>55141</pageFirst>
    <pageLast>55152</pageLast>
    <pageNumber/>
    <edition/>
    <issue>27</issue>
    <volume>51</volume>
    <type>article</type>
    <publisherName>Elsevier</publisherName>
    <publisherPlace>Amsterdam</publisherPlace>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>1</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">On the closure of thermally induced micro-cracks in aluminum titanate ceramics</title>
    <abstract language="eng">Aluminum Titanate (AT) refractory ceramics (as some other ceramic composites) are prone to microcracking, due to the thermal expansion anisotropy of AT and to the mismatch with the thermal expansion of the constituents. Such microcracks cause the room temperature Young's modulus to be only a fraction of that of the non-microcracked material. As a function of temperature, the Young's modulus increases non-linearly. Such increase suggests that microcracks close or even heal at high temperatures. Upon cooling, thermal stress accumulates again, and microcracks re-open. This cycle is fully reversible. While confirming the hysteretic behavior of the Young's modulus, we observe that the amount of microcracks (as determined by in-situ Synchrotron X-ray refraction radiography) decreases linearly upon heating. The apparent mismatch between the Young's modulus and the microcrack content dependence on temperature is explained by a simple FEM model. Such model employs cohesive elements upon cooling, in order to estimate the amount of initial microcracks. On purpose, the model does not include healing upon heating and only allows crack closure. It predicts that crack closure continuously occurs upon heating, thereby qualitatively reproducing the nearly linear dependence of the X-ray refraction signal. It is therefore concluded that the sudden and non-linear increase of Young's modulus with temperature is mainly caused by crack healing. Such finding agrees with previous work and paves the road to a more systematic separation of crack closure and healing in flexible ceramics.</abstract>
    <parentTitle language="eng">Ceramics international</parentTitle>
    <identifier type="issn">0272-8842</identifier>
    <identifier type="doi">10.1016/j.ceramint.2025.09.237</identifier>
    <identifier type="urn">urn:nbn:de:kobv:b43-645082</identifier>
    <enrichment key="opus_doi_flag">true</enrichment>
    <enrichment key="local_crossrefDocumentType">journal-article</enrichment>
    <enrichment key="local_crossrefLicence">https://www.elsevier.com/tdm/userlicense/1.0/</enrichment>
    <enrichment key="local_import_origin">crossref</enrichment>
    <enrichment key="local_doiImportPopulated">PersonAuthorFirstName_1,PersonAuthorLastName_1,PersonAuthorFirstName_2,PersonAuthorLastName_2,PersonAuthorIdentifierOrcid_2,PersonAuthorFirstName_3,PersonAuthorLastName_3,PersonAuthorFirstName_4,PersonAuthorLastName_4,PersonAuthorFirstName_5,PersonAuthorLastName_5,PersonAuthorIdentifierOrcid_5,PersonAuthorFirstName_6,PersonAuthorLastName_6,PersonAuthorIdentifierOrcid_6,PersonAuthorFirstName_7,PersonAuthorLastName_7,PersonAuthorIdentifierOrcid_7,PersonAuthorFirstName_8,PersonAuthorLastName_8,PersonAuthorIdentifierOrcid_8,PersonAuthorFirstName_9,PersonAuthorLastName_9,PersonAuthorIdentifierOrcid_9,PublisherName,TitleMain_1,Language,TitleParent_1,PageFirst,PageLast,Issue,Volume,PublishedYear,IdentifierIssn,Enrichmentlocal_crossrefLicence</enrichment>
    <enrichment key="opus.source">doi-import</enrichment>
    <enrichment key="date_peer_review">17.11.2025</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Vladimir Buljak</author>
    <author>Itziar Serrano-Munoz</author>
    <author>Andreas Kupsch</author>
    <author>Bernd R. Müller</author>
    <author>Marko Prasek</author>
    <author>Adriano Contillo</author>
    <author>Mossaab Mouiya</author>
    <author>Marc Huger</author>
    <author>Giovanni Bruno</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>X-ray computed tomography</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>X-ray refraction radiography</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>In-situ imaging</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>BAMline</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Micromechanics</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>BESSY II</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="themenfelder" number="">Degradationsmechanismen</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/64508/Buljak_ISM_GB_closure_of_microcracks_in_AT.pdf</file>
  </doc>
  <doc>
    <id>64088</id>
    <completedYear/>
    <publishedYear>2025</publishedYear>
    <thesisYearAccepted/>
    <language>eng</language>
    <pageFirst>1</pageFirst>
    <pageLast>20</pageLast>
    <pageNumber/>
    <edition/>
    <issue/>
    <volume>140</volume>
    <type>article</type>
    <publisherName>Springer</publisherName>
    <publisherPlace/>
    <creatingCorporation/>
    <contributingCorporation/>
    <belongsToBibliography>0</belongsToBibliography>
    <completedDate>--</completedDate>
    <publishedDate>--</publishedDate>
    <thesisDateAccepted>--</thesisDateAccepted>
    <title language="eng">Temperature-based pruning for input features in Graph Neural Networks</title>
    <abstract language="eng">In the presentwork,we employ the concept of neural network temperature to prune unimportant features in input to aGraph Neural Network (GNN) architecture. In benchmark datasets for node and graph property prediction, each node comes equipped with a vector of numerous features. It is paramount to understand which information is actually necessary and which can be discarded, both for efficiency and explainability. The temperature is linked to the gradient activity due to the loss function minimization and leads to pruning of weight structures associated with small gradients. This study is done on different GNN architectures, one for node classification and another one for link prediction, and several benchmark datasets are employed.We compare the results with similar experiments previously conducted on the filters of Convolutional Neural Networks. Although still at the proof-of-concept stage, our temperature-based pruning technique stands as a promising alternative to state-of-the-art magnitude-based pruning techniques.</abstract>
    <parentTitle language="eng">The European Physical Journal Plus</parentTitle>
    <identifier type="urn">urn:nbn:de:kobv:b43-640886</identifier>
    <enrichment key="opus.source">publish</enrichment>
    <enrichment key="opus.doi.autoCreate">false</enrichment>
    <enrichment key="opus.urn.autoCreate">true</enrichment>
    <licence>Creative Commons - CC BY - Namensnennung 4.0 International</licence>
    <author>Giovanni Bruno</author>
    <author>M. Lapenna</author>
    <author>F. Faglioni</author>
    <author>R. Fioresi</author>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Temperature-based pruning</value>
    </subject>
    <subject>
      <language>eng</language>
      <type>uncontrolled</type>
      <value>Graph Neural Networks</value>
    </subject>
    <collection role="ddc" number="620">Ingenieurwissenschaften und zugeordnete Tätigkeiten</collection>
    <collection role="institutes" number="">8 Zerstörungsfreie Prüfung</collection>
    <collection role="institutes" number="">8.5 Röntgenbildgebung</collection>
    <collection role="themenfelder" number="">Material</collection>
    <collection role="themenfelder" number="">Degradationsmechanismen</collection>
    <collection role="literaturgattung" number="">Verlagsliteratur</collection>
    <collection role="fulltextaccess" number="">Datei für die Öffentlichkeit verfügbar ("Open Access")</collection>
    <collection role="unnumberedseries" number="">Wissenschaftliche Artikel der BAM</collection>
    <thesisPublisher>Bundesanstalt für Materialforschung und -prüfung (BAM)</thesisPublisher>
    <file>https://opus4.kobv.de/opus4-bam/files/64088/Michela_GB_EurJPhys-tempereature_pruning2025.pdf</file>
  </doc>
</export-example>
