04003nam 22007695 450 991091779410332120250611201749.09783031734236303173423810.1007/978-3-031-73423-6(MiAaPQ)EBC31836172(Au-PeEL)EBL31836172(CKB)37011147900041(DE-He213)978-3-031-73423-6(OCoLC)1481791778(EXLCZ)993701114790004120241213d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierActive Particles, Volume 4 Theory, Models, Applications /edited by José Antonio Carrillo, Eitan Tadmor1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Birkhäuser,2024.1 online resource (510 pages)Modeling and Simulation in Science, Engineering and Technology,2164-37259783031734229 303173422X 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.Modeling and Simulation in Science, Engineering and Technology,2164-3725Mathematical modelsSystem theoryStatistical physicsStatistical mechanicsMathematical Modeling and Industrial MathematicsComplex SystemsStatistical PhysicsStatistical MechanicsMatemàtica aplicadathubTeoria de sistemesthubFísica estadísticathubMecànica estadísticathubLlibres electrònicsthubMathematical models.System theory.Statistical physics.Statistical mechanics.Mathematical Modeling and Industrial Mathematics.Complex Systems.Statistical Physics.Statistical Mechanics.Matemàtica aplicadaTeoria de sistemesFísica estadísticaMecànica estadística003.3Carrillo José Antonio430992Tadmor Eitan30386MiAaPQMiAaPQMiAaPQBOOK9910917794103321Active Particles, Volume 44303764UNINA