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Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models
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| Published in: | Discover Artificial Intelligence (Springer) |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1869391354975485952 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Discover Artificial Intelligence (Springer) |
| description | |
| discipline_display | Access Artificial Intelligence and Machine Learning |
| discipline_facet | Access Artificial Intelligence and Machine Learning |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:97341 |
| institution | FRELIP |
| journal_source_facet | Discover Artificial Intelligence (Springer) |
| last_indexed | 2026-06-30T03:35:22.423Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models Access Artificial Intelligence and Machine Learning General Access Artificial Intelligence and Machine Learning |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Access Artificial Intelligence and Machine Learning General Access Artificial Intelligence and Machine Learning |
| subject_facet | Access Artificial Intelligence and Machine Learning General Access Artificial Intelligence and Machine Learning |
| title | Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models |
| title_alt | Análisis de causa raíz interpretable de defectos de construcción mediante razonamiento causal mejorado con conocimiento con modelos de lenguaje grandes Analyse interprétable des causes profondes des défauts de construction via un raisonnement causal enrichi par des connaissances avec de grands modèles de langage Análise de causa raiz interpretável de defeitos de construção por meio de raciocínio causal aprimorado por conhecimento com grandes modelos de linguagem |
| title_auth | Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models |
| title_es_txt | Análisis de causa raíz interpretable de defectos de construcción mediante razonamiento causal mejorado con conocimiento con modelos de lenguaje grandes |
| title_fr_txt | Analyse interprétable des causes profondes des défauts de construction via un raisonnement causal enrichi par des connaissances avec de grands modèles de langage |
| title_full | Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models |
| title_fullStr | Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models |
| title_full_unstemmed | Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models |
| title_pt_txt | Análise de causa raiz interpretável de defeitos de construção por meio de raciocínio causal aprimorado por conhecimento com grandes modelos de linguagem |
| title_short | Interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models |
| title_sort | interpretable root-cause analysis of construction defects via knowledge-enhanced causal reasoning with large language models |
| topic | Access Artificial Intelligence and Machine Learning General Access Artificial Intelligence and Machine Learning |
| url | https://link.springer.com/article/10.1007/s44163-026-01640-2 |