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Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks
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| Published in: | PLOS ONE |
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| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553847889199106 |
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| container_title | PLOS ONE |
| description | |
| discipline_display | Open Access Journals |
| discipline_facet | Open Access Journals |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:89611 |
| institution | FRELIP |
| journal_source_facet | PLOS ONE |
| last_indexed | 2026-06-20T21:43:32.555Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks Open Access Journals General Open Access Journals |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Open Access Journals General Open Access Journals |
| subject_facet | Open Access Journals General Open Access Journals |
| title | Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks |
| title_alt | Método de calibración de parámetros para modelos de seguimiento de vehículos en condiciones de nieve: Integrando un codificador de series temporales Informer y redes neuronales informadas por la física Méthode d'étalonnage des paramètres pour les modèles de suivi de véhicule en conditions de neige : intégration d'un encodeur de séries temporelles Informer et de réseaux de neurones informés par la physique Método de calibração de parâmetros para modelos de car-following sob condições de neve: Integrando um codificador de séries temporais Informer e redes neurais informadas pela física |
| title_auth | Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks |
| title_es_txt | Método de calibración de parámetros para modelos de seguimiento de vehículos en condiciones de nieve: Integrando un codificador de series temporales Informer y redes neuronales informadas por la física |
| title_fr_txt | Méthode d'étalonnage des paramètres pour les modèles de suivi de véhicule en conditions de neige : intégration d'un encodeur de séries temporelles Informer et de réseaux de neurones informés par la physique |
| title_full | Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks |
| title_fullStr | Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks |
| title_full_unstemmed | Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks |
| title_pt_txt | Método de calibração de parâmetros para modelos de car-following sob condições de neve: Integrando um codificador de séries temporais Informer e redes neurais informadas pela física |
| title_short | Parameter calibration method for car-following models under snowy weather conditions: Integrating an informer time series encoder and physics-informed neural networks |
| title_sort | parameter calibration method for car-following models under snowy weather conditions: integrating an informer time series encoder and physics-informed neural networks |
| topic | Open Access Journals General Open Access Journals |
| url | https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0350550 |