Active Particles, Volume 3
Advances in Theory, Models, and Applications
Seiten
2022
|
1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-93301-2 (ISBN)
Springer International Publishing (Verlag)
978-3-030-93301-2 (ISBN)
This edited volume collects six surveys that present state-of-the-art results on modeling, qualitative analysis, and simulation of active matter, focusing on specific applications in the natural sciences. Following the previously published Active Particles volumes, these chapters are written by leading experts in the field and reflect the diversity of subject matter in theory and applications within an interdisciplinary framework. Topics covered include:
- Variability and heterogeneity in natural swarms
- Multiscale aspects of the dynamics of human crowds
- Mathematical modeling of cell collective motion triggered by self-generated gradients
- Clustering dynamics on graphs
- Random Batch Methods for classical and quantum interacting particle systems
- The consensus-based global optimization algorithm and its recent variants
G. Ariel, A. Ayali, A. Be'er, D. Knebel, Variability and Heterogeneity in Natural Swarms: Experiments and Modeling.- M. Bruna, M. Burger, J.-F. Pietschmann, M.-T. Wolfram, Active Crowds.- V. Calvez, M. Demircigil, R. Sublet, Mathematical Modeling of Cell Collective Motion Triggered by Self-Generated Gradients.- K. Craig, N. Garcia Trillos, D. Slepcev, Clustering Dynamics on Graphs: From Spectral Clustering to Mean Shift Through Fokker-Planck Interpolation.- S. Jin, L. Li, Random Batch Methods for Classical and Quantum Interacting Particle Systems and Statistical Samplings.- C. Totzeck, Trends in Consensus-Based Optimization.
Erscheinungsdatum | 30.03.2022 |
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Reihe/Serie | Modeling and Simulation in Science, Engineering and Technology |
Zusatzinfo | VII, 226 p. 44 illus., 42 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 511 g |
Themenwelt | Mathematik / Informatik ► Mathematik ► Angewandte Mathematik |
Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
Schlagworte | Active Crowds • Active Matter • Active particles • Cell Collective Motion • Cell Collective Motion Mathematical Modeling • Classical Interacting Particle Systems • Clustering Dynamics Graphs • Consensus-Based Global Optimization Algorithm • Consensus-Based Optimization • Human Crowd Dynamics • mathematical kinetic theory • Natural Swarms Heterogeneity • Natural Swarms Variability • Quantum Interacting Particle Systems • Random Batch Methods |
ISBN-10 | 3-030-93301-6 / 3030933016 |
ISBN-13 | 978-3-030-93301-2 / 9783030933012 |
Zustand | Neuware |
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