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Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation
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| Published in: | Journal of Computational Design and Engineering |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868553621813067776 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Computational Design and Engineering |
| description | |
| discipline_display | Computer Science |
| discipline_facet | Computer Science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:78480 |
| institution | FRELIP |
| journal_source_facet | Journal of Computational Design and Engineering |
| last_indexed | 2026-06-20T21:39:56.259Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation Computer Science General Computer Science |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Computer Science General Computer Science |
| subject_facet | Computer Science General Computer Science |
| title | Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation |
| title_alt | Control colectivo predictivo de fachadas cinéticas a gran escala mediante redes neuronales de grafos y aprendizaje por refuerzo: De la simulación a la validación física Contrôle collectif prédictif de façades cinétiques à grande échelle via des réseaux de neurones graphiques et l'apprentissage par renforcement : de la simulation à la validation physique Controle coletivo preditivo de fachadas cinéticas em larga escala via redes neurais de grafos e aprendizado por reforço: Da simulação à validação física |
| title_auth | Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation |
| title_es_txt | Control colectivo predictivo de fachadas cinéticas a gran escala mediante redes neuronales de grafos y aprendizaje por refuerzo: De la simulación a la validación física |
| title_fr_txt | Contrôle collectif prédictif de façades cinétiques à grande échelle via des réseaux de neurones graphiques et l'apprentissage par renforcement : de la simulation à la validation physique |
| title_full | Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation |
| title_fullStr | Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation |
| title_full_unstemmed | Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation |
| title_pt_txt | Controle coletivo preditivo de fachadas cinéticas em larga escala via redes neurais de grafos e aprendizado por reforço: Da simulação à validação física |
| title_short | Predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: From simulation to physical validation |
| title_sort | predictive collective control of large-scale kinetic facades via graph neural networks and reinforcement learning: from simulation to physical validation |
| topic | Computer Science General Computer Science |
| url | https://academic.oup.com/jcde/article/13/5/1/8655903?rss=1 |