Item Infomation
Title: | Fast and precise inference on diffusivity in interacting particle systems |
Authors: | Gustav, Lindwall Philip, Gerlee |
Issue Date: | 2023 |
Publisher: | Springer |
Abstract: | 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. |
Description: | CC BY |
URI: | https://link.springer.com/article/10.1007/s00285-023-01902-y https://dlib.phenikaa-uni.edu.vn/handle/PNK/7486 |
Appears in Collections | OER - Khoa học Tự nhiên |
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