LEADER 04003nam 22007695 450 001 9910917794103321 005 20250611201749.0 010 $a9783031734236 010 $a3031734238 024 7 $a10.1007/978-3-031-73423-6 035 $a(MiAaPQ)EBC31836172 035 $a(Au-PeEL)EBL31836172 035 $a(CKB)37011147900041 035 $a(DE-He213)978-3-031-73423-6 035 $a(OCoLC)1481791778 035 $a(EXLCZ)9937011147900041 100 $a20241213d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aActive Particles, Volume 4 $eTheory, Models, Applications /$fedited by José Antonio Carrillo, Eitan Tadmor 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Birkhäuser,$d2024. 215 $a1 online resource (510 pages) 225 1 $aModeling and Simulation in Science, Engineering and Technology,$x2164-3725 311 08$a9783031734229 311 08$a303173422X 327 $a1 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. 330 $aThis edited volume collects nine surveys that present the state-of-the-art in modeling, qualitative analysis, and simulation of active particles, focusing on specific applications in the natural sciences. As in the preceding Active Particles volumes, it blends diverse applications that demonstrate the interdisciplinary nature of the subject and the various mathematical tools available. Contributions were selected with the aim of covering a variety of viewpoints, from modeling the interactions in collective dynamics of animals and in population dynamics; through neural-networks, semi-supervised learning, and Monte Carlo methods in optimization; to kinetic and continuum theories with applications to aggregations and birth-and-death processes. Mathematicians and other members of the scientific community interested in active matter and its many applications will find this volume to be a timely, authoritative, and valuable resource. 410 0$aModeling and Simulation in Science, Engineering and Technology,$x2164-3725 606 $aMathematical models 606 $aSystem theory 606 $aStatistical physics 606 $aStatistical mechanics 606 $aMathematical Modeling and Industrial Mathematics 606 $aComplex Systems 606 $aStatistical Physics 606 $aStatistical Mechanics 606 $aMatemàtica aplicada$2thub 606 $aTeoria de sistemes$2thub 606 $aFísica estadística$2thub 606 $aMecànica estadística$2thub 608 $aLlibres electrònics$2thub 615 0$aMathematical models. 615 0$aSystem theory. 615 0$aStatistical physics. 615 0$aStatistical mechanics. 615 14$aMathematical Modeling and Industrial Mathematics. 615 24$aComplex Systems. 615 24$aStatistical Physics. 615 24$aStatistical Mechanics. 615 7$aMatemàtica aplicada 615 7$aTeoria de sistemes 615 7$aFísica estadística 615 7$aMecànica estadística 676 $a003.3 700 $aCarrillo$b José Antonio$0430992 701 $aTadmor$b Eitan$030386 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910917794103321 996 $aActive Particles, Volume 4$94303764 997 $aUNINA