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Active particles. = theory, models, ...

Carrillo, José Antonio.

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Active particles. = theory, models, applications /. Volume 4

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Active particles./ edited by José Antonio Carrillo, Eitan Tadmor.
其他題名:	theory, models, applications /
其他作者:	Carrillo, José Antonio.
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	ix, 505 p. :ill., digital ;24 cm.
內容註:	1 Consistency of Semi-supervised Learning, Stochastic Tug-of-War Games, and the p-Laplacian -- 2 Discrete Minimizers of the Interaction Energy in Collective Behavior -- 3 Large-Population Limits of Non-Exchangeable Particle Systems -- 4 Models of Animal Behavior as Active Particle Systems with Nonreciprocal Interactions -- 5 Bayesian Sampling Using Interacting Particles -- 6 Aggregation-Diffusion Phenomena -- 7 Conservative Semi-Lagrangian Methods for Kinetic Equations -- 8 Large Population Limit of Interacting Population Dynamics via Generalized Gradient Structures -- 9 Adjoint Monte Carlo Method.
Contained By:	Springer Nature eBook
標題:	Mathematical models. -
電子資源:	https://doi.org/10.1007/978-3-031-73423-6
ISBN:	9783031734236

Active particles. = theory, models, applications /. Volume 4
Active particles.theory, models, applications /Volume 4[electronic resource] :edited by José Antonio Carrillo, Eitan Tadmor. - Cham :Springer Nature Switzerland :2024. - ix, 505 p. :ill., digital ;24 cm. - Modeling and simulation in science, engineering and technology,2164-3725. - Modeling and simulation in science, engineering and technology..

1 Consistency of Semi-supervised Learning, Stochastic Tug-of-War Games, and the p-Laplacian -- 2 Discrete Minimizers of the Interaction Energy in Collective Behavior -- 3 Large-Population Limits of Non-Exchangeable Particle Systems -- 4 Models of Animal Behavior as Active Particle Systems with Nonreciprocal Interactions -- 5 Bayesian Sampling Using Interacting Particles -- 6 Aggregation-Diffusion Phenomena -- 7 Conservative Semi-Lagrangian Methods for Kinetic Equations -- 8 Large Population Limit of Interacting Population Dynamics via Generalized Gradient Structures -- 9 Adjoint Monte Carlo Method.

This edited volume collects nine surveys that present the state-of-the-art in modeling, qualitative analysis, and simulation of active particles, focusing on specific applications in the natural sciences. As in the preceding Active Particles volumes, it blends diverse applications that demonstrate the interdisciplinary nature of the subject and the various mathematical tools available. Contributions were selected with the aim of covering a variety of viewpoints, from modeling the interactions in collective dynamics of animals and in population dynamics; through neural-networks, semi-supervised learning, and Monte Carlo methods in optimization; to kinetic and continuum theories with applications to aggregations and birth-and-death processes. Mathematicians and other members of the scientific community interested in active matter and its many applications will find this volume to be a timely, authoritative, and valuable resource.

ISBN: 9783031734236

Standard No.: 10.1007/978-3-031-73423-6doiSubjects--Topical Terms:

522882
Mathematical models.

LC Class. No.: QA401

Dewey Class. No.: 511.8

Active particles. = theory, models, applications /. Volume 4
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