Active Particles, Volume 3
Advances in Theory, Models, and Applications
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Beschreibung
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
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
Explores the most recent advances and methods for applications of active particles Chapters written by leading researchers in their respective areas Guides readers through numerous applications of active particles
Autor*in
Nicola Bellomo
Themen in »Active Particles, Volume 3«
Active Particles Active Matter Mathematical Kinetic Theory Natural Swarms Heterogeneity Natural Swarms Variability Active Crowds Human Crowd Dynamics Cell Collective Motion Cell Collective Motion Mathematical Modeling Clustering Dynamics Graphs Random Batch Methods Classical Interacting Particle Systems Quantum Interacting Particle Systems Consensus-Based Optimization Consensus-Based Global Optimization Algorithm