Aggregation-Diffusion Equations for Collective Behaviour in the Sciences
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arXiv
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| Auteurs principaux: | , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866911888425615360 |
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| author | Bailo, Rafael Carrillo, José A. Gómez-Castro, David |
| author_facet | Bailo, Rafael Carrillo, José A. Gómez-Castro, David |
| contents | This is a survey article based on the content of the plenary lecture given by José A. Carrillo at the ICIAM23 conference in Tokyo. It is devoted to produce a snapshot of the state of the art in the analysis, numerical analysis, simulation, and applications of the vast area of aggregation-diffusion equations. We also discuss the implications in mathematical biology explaining cell sorting in tissue growth as an example of this modelling framework. This modelling strategy is quite successful in other timely applications such as global optimisation, parameter estimation and machine learning. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_16679 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Aggregation-Diffusion Equations for Collective Behaviour in the Sciences Bailo, Rafael Carrillo, José A. Gómez-Castro, David Analysis of PDEs Numerical Analysis This is a survey article based on the content of the plenary lecture given by José A. Carrillo at the ICIAM23 conference in Tokyo. It is devoted to produce a snapshot of the state of the art in the analysis, numerical analysis, simulation, and applications of the vast area of aggregation-diffusion equations. We also discuss the implications in mathematical biology explaining cell sorting in tissue growth as an example of this modelling framework. This modelling strategy is quite successful in other timely applications such as global optimisation, parameter estimation and machine learning. |
| title | Aggregation-Diffusion Equations for Collective Behaviour in the Sciences |
| topic | Analysis of PDEs Numerical Analysis |
| url | https://arxiv.org/abs/2405.16679 |