Anomalous Diffusion and Fluctuations in Complex Systems and Networks
Following massive advances in microscopic and macroscopic single-particle tracking and supercomputing, the theoretical investigation of fluctuations and anomalous dynamics in complex systems is currently of high interest. Modeling random walks and stochastic processes in complex systems, including complex networks and graphs, requires an interdisciplinary approach due to the different applications in various fields, such as physics, biology, chemistry, engineering, computer science, economy, etc. Various studies of active and passive tracer diffusion, for instance, in biological cells and in heterogeneous and porous media showed that the underlying structure of the environment has a strong effect on the particle movement, leading to anomalous dynamics due to the constrained particle motion or due to the variation of the local diffusion coefficient and the potential energy function. Moreover, to determine the optimal search strategies is central in diverse fields, from physics to computer science, from biology to robotics. In particular, random search strategies have been widely observed for animal foraging, in reaction pathways in DNA-binding proteins, in intracellular transport, etc. Furthermore, it has been shown that the resetting of the searcher to its initial position can improve the search strategy by appropriate optimal resetting rate which results in minimizing the mean first passage time.
Topics covered include, but are not limited to:
- Modeling anomalous diffusion and non-exponential relaxation
- Continuous time random walks
- Fractional kinetics
- Long-range dependent processes
- Nonergodicity, non-Gaussianity and aging
- Heterogeneous and/or bounded system
- First passage processes
- Resetting strategies
- Random search and stochastic resetting in classical and quantum systems
- Random walks on complex networks
- Applications in physics, biology, chemistry, economy, etc.
- Data assimilation techniques for (anomalous) diffusion and fluctuations
Guest Editors
Trifce Sandev, Macedonian Academy of Sciences and Arts, Skopje, Macedonia
Ralf Metzler, Institute of Physics and Astronomy, University of Potsdam, Potsdam, Germany
Ljupco Kocarev, Macedonian Academy of Sciences and Arts, Skopje, Macedonia