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Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys
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| Published in: | Integrating Materials and Manufacturing Innovation |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868552853427060737 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Integrating Materials and Manufacturing Innovation |
| description | |
| discipline_display | Manufacturing and Technology |
| discipline_facet | Manufacturing and Technology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:63431 |
| institution | FRELIP |
| journal_source_facet | Integrating Materials and Manufacturing Innovation |
| last_indexed | 2026-06-20T21:27:42.255Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys Manufacturing and Technology General Manufacturing and Technology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Manufacturing and Technology General Manufacturing and Technology |
| subject_facet | Manufacturing and Technology General Manufacturing and Technology |
| title | Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys |
| title_alt | Implementación de segmentación basada en aprendizaje profundo para análisis cuantitativo de microestructura y reconstrucción 3D en aleaciones de aluminio Mise en œuvre de la segmentation basée sur l'apprentissage profond pour l'analyse quantitative de la microstructure et la reconstruction 3D dans les alliages d'aluminium Implementação de Segmentação Baseada em Aprendizado Profundo para Análise Quantitativa de Microestrutura e Reconstrução 3D em Ligas de Alumínio |
| title_auth | Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys |
| title_es_txt | Implementación de segmentación basada en aprendizaje profundo para análisis cuantitativo de microestructura y reconstrucción 3D en aleaciones de aluminio |
| title_fr_txt | Mise en œuvre de la segmentation basée sur l'apprentissage profond pour l'analyse quantitative de la microstructure et la reconstruction 3D dans les alliages d'aluminium |
| title_full | Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys |
| title_fullStr | Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys |
| title_full_unstemmed | Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys |
| title_pt_txt | Implementação de Segmentação Baseada em Aprendizado Profundo para Análise Quantitativa de Microestrutura e Reconstrução 3D em Ligas de Alumínio |
| title_short | Implementation of Deep Learning-Based Segmentation for Quantitative Microstructure Analysis and 3D Reconstruction in Aluminum Alloys |
| title_sort | implementation of deep learning-based segmentation for quantitative microstructure analysis and 3d reconstruction in aluminum alloys |
| topic | Manufacturing and Technology General Manufacturing and Technology |
| url | https://link.springer.com/article/10.1007/s40192-026-00462-5 |