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Chemotaxis and cross-diffusion models in complex environments: Models and analytic problems toward a multiscale vision

Nicola Bellomo, Nisrine Outada, Juan Soler, Yixin Tao, Michael Winkler

2022Mathematical Models and Methods in Applied Sciences147 citationsDOIOpen Access PDF

Abstract

This paper proposes a review focused on exotic chemotaxis and cross-diffusion models in complex environments. The term exotic is used to denote the dynamics of models interacting with a time-evolving external system and, specifically, models derived with the aim of describing the dynamics of living systems. The presentation first, considers the derivation of phenomenological models of chemotaxis and cross-diffusion models with particular attention on nonlinear characteristics. Then, a variety of exotic models is presented with some hints toward the derivation of new models, by accounting for a critical analysis looking ahead to perspectives. The second part of the paper is devoted to a survey of analytical problems concerning the application of models to the study of real world dynamics. Finally, the focus shifts to research perspectives within the framework of a multiscale vision, where different paths are examined to move from the dynamics at the microscopic scale to collective behaviors at the macroscopic scale.

Topics & Concepts

Computer scienceVariety (cybernetics)Statistical physicsScale (ratio)DiffusionFocus (optics)Dynamics (music)Nonlinear systemComplex systemComplex dynamicsArtificial intelligenceMathematicsPhysicsMathematical analysisAcousticsThermodynamicsQuantum mechanicsOpticsMathematical Biology Tumor GrowthGene Regulatory Network AnalysisSlime Mold and Myxomycetes Research
Chemotaxis and cross-diffusion models in complex environments: Models and analytic problems toward a multiscale vision | Litcius