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A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity
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| Published in: | PLoS Computational Biology |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553629159391232 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | PLoS Computational Biology |
| description | |
| discipline_display | Computer Science |
| discipline_facet | Computer Science |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:78703 |
| institution | FRELIP |
| journal_source_facet | PLoS Computational Biology |
| last_indexed | 2026-06-20T21:40:03.057Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity 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 | A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity |
| title_alt | Un enfoque de inferencia bayesiana multiescala para aumentar modelos mecanicistas de señalización celular con predicciones de aprendizaje automático de afinidad de unión Une approche d'inférence bayésienne multi-échelle pour enrichir les modèles mécanistes de signalisation cellulaire avec des prédictions d'apprentissage automatique de l'affinité de liaison Uma abordagem de inferência bayesiana multiescala para aumentar modelos mecanísticos de sinalização celular com previsões de aprendizado de máquina de afinidade de ligação |
| title_auth | A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity |
| title_es_txt | Un enfoque de inferencia bayesiana multiescala para aumentar modelos mecanicistas de señalización celular con predicciones de aprendizaje automático de afinidad de unión |
| title_fr_txt | Une approche d'inférence bayésienne multi-échelle pour enrichir les modèles mécanistes de signalisation cellulaire avec des prédictions d'apprentissage automatique de l'affinité de liaison |
| title_full | A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity |
| title_fullStr | A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity |
| title_full_unstemmed | A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity |
| title_pt_txt | Uma abordagem de inferência bayesiana multiescala para aumentar modelos mecanísticos de sinalização celular com previsões de aprendizado de máquina de afinidade de ligação |
| title_short | A multiscale, Bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity |
| title_sort | a multiscale, bayesian inference approach to augment mechanistic models of cell signaling with machine-learning predictions of binding affinity |
| topic | Computer Science General Computer Science |
| url | https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1014321 |