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Fast and precise inference on diffusivity in interacting particle systems

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Bibliographic Details
Main Authors: Gustav, Lindwall, Philip, Gerlee
Format: Book
Language:English
Published: Springer 2023
Subjects:
interacting agents is a popular model
magnitude of random motion
Online Access:https://link.springer.com/article/10.1007/s00285-023-01902-y
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7486
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spelling 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 8.893527

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