Active Particles, Volume 4 Theory, Models, Applications /

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 t...

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Соавтор: SpringerLink (Online service)
Другие авторы: Carrillo, José Antonio (Редактор), Tadmor, Eitan (Редактор)
Формат: Электронный ресурс eКнига
Язык:английский
Опубликовано: Cham : Springer Nature Switzerland : Imprint: Birkhäuser, 2024.
Редактирование:1st ed. 2024.
Серии:Modeling and Simulation in Science, Engineering and Technology,
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Online-ссылка:https://doi.org/10.1007/978-3-031-73423-6
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Оглавление:
  • 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.