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Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling
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| Published in: | IEEE Access |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868554019438329857 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | IEEE Access |
| description | |
| discipline_display | Computer Sciience |
| discipline_facet | Computer Sciience |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:93989 |
| institution | FRELIP |
| journal_source_facet | IEEE Access |
| last_indexed | 2026-06-20T21:45:54.952Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling Computer Sciience General Computer Sciience |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Computer Sciience General Computer Sciience |
| subject_facet | Computer Sciience General Computer Sciience |
| title | Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling |
| title_alt | Aprendizaje Profundo Integrado con Física para la Evaluación del Riesgo de Incendios Forestales: Integrando la Mecánica Estadística en Redes Neuronales para un Modelado Ambiental Interpretable Apprentissage profond intégré à la physique pour l'évaluation des risques d'incendie de forêt : intégration de la mécanique statistique dans les réseaux de neurones pour une modélisation environnementale interprétable Aprendizado Profundo com Física Incorporada para Avaliação de Risco de Incêndios Florestais: Integrando Mecânica Estatística em Redes Neurais para Modelagem Ambiental Interpretável |
| title_auth | Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling |
| title_es_txt | Aprendizaje Profundo Integrado con Física para la Evaluación del Riesgo de Incendios Forestales: Integrando la Mecánica Estadística en Redes Neuronales para un Modelado Ambiental Interpretable |
| title_fr_txt | Apprentissage profond intégré à la physique pour l'évaluation des risques d'incendie de forêt : intégration de la mécanique statistique dans les réseaux de neurones pour une modélisation environnementale interprétable |
| title_full | Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling |
| title_fullStr | Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling |
| title_full_unstemmed | Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling |
| title_pt_txt | Aprendizado Profundo com Física Incorporada para Avaliação de Risco de Incêndios Florestais: Integrando Mecânica Estatística em Redes Neurais para Modelagem Ambiental Interpretável |
| title_short | Physics-Embedded Deep Learning for Wildfire Risk Assessment: Integrating Statistical Mechanics Into Neural Networks for Interpretable Environmental Modeling |
| title_sort | physics-embedded deep learning for wildfire risk assessment: integrating statistical mechanics into neural networks for interpretable environmental modeling |
| topic | Computer Sciience General Computer Sciience |
| url | http://ieeexplore.ieee.org/document/11563756 |