Fast and precise inference on diffusivity in interacting particle systems
CC BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s00285-023-01902-y https://dlib.phenikaa-uni.edu.vn/handle/PNK/7486 |
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oai:localhost:PNK-74862023-04-04T04:48:55Z Fast and precise inference on diffusivity in interacting particle systems Gustav, Lindwall Philip, Gerlee interacting agents is a popular model magnitude of random motion CC BY Particle systems made up of interacting agents is a popular model used in a vast array of applications, not the least in biology where the agents can represent everything from single cells to animals in a herd. Usually, the particles are assumed to undergo some type of random movements, and a popular way to model this is by using Brownian motion. The magnitude of random motion is often quantified using mean squared displacement, which provides a simple estimate of the diffusion coefficient. However, this method often fails when data is sparse or interactions between agents frequent. 2023-04-04T04:48:55Z 2023-04-04T04:48:55Z 2023 Book https://link.springer.com/article/10.1007/s00285-023-01902-y https://dlib.phenikaa-uni.edu.vn/handle/PNK/7486 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
interacting agents is a popular model magnitude of random motion |
| spellingShingle |
interacting agents is a popular model magnitude of random motion Gustav, Lindwall Philip, Gerlee Fast and precise inference on diffusivity in interacting particle systems |
| description |
CC BY |
| format |
Book |
| author |
Gustav, Lindwall Philip, Gerlee |
| author_facet |
Gustav, Lindwall Philip, Gerlee |
| author_sort |
Gustav, Lindwall |
| title |
Fast and precise inference on diffusivity in interacting particle systems |
| title_short |
Fast and precise inference on diffusivity in interacting particle systems |
| title_full |
Fast and precise inference on diffusivity in interacting particle systems |
| title_fullStr |
Fast and precise inference on diffusivity in interacting particle systems |
| title_full_unstemmed |
Fast and precise inference on diffusivity in interacting particle systems |
| title_sort |
fast and precise inference on diffusivity in interacting particle systems |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s00285-023-01902-y https://dlib.phenikaa-uni.edu.vn/handle/PNK/7486 |
| _version_ |
1762274899031752704 |
| score |
8.891787 |