… the temporal dynamics of the spread of COVID-19 around the … the complexity (or variability)
of the dynamics of COVID-19 … of COVID-19 data (ie, COVID-19 cases and COVID-19 deaths). …

… Complex systems can be simply defined as “co-evolving multilayer networks.” This definition
stresses the dynamic … of the COVID-19 pandemic, draw insights from complexity science …

… the dynamics of the COVID-19 pandemic. This theory, which deals with complex systems …
in understanding the complex and dynamic nature of the COVID-19 pandemic. In particular, …

… are employed to confirm existence of these complex dynamics. This study helps to understand
complex behaviors and predict spread of severe infectious diseases such as COVID-19. …

… of the year 2020 followed relatively simple amplitude dynamics in SIR and SEIR model state
… exist in complex systems. In summary, the present work highlights that COVID-19 outbreaks …

… impact on disease dynamics, in this section, we propose an SI-NLH dynamic model where …
model capturing the disease dynamics. The NLH component reflects the dynamic transition of …

… In this context, Complex networks are a great … and dynamic properties. Therefore, this
study presents a new approach to model the COVID-19 epidemic using a multi-layer complex …

… the underlying complex dynamics of the spreading of infections, as in the case of Covid-19, …
The considered model of Covid-19 spreading is based on a system of coupled di®erential …

… When COVID‐19 hit we saw these complexity pressures everywhere, in the … In complexity,
this is an emergence dynamic. Adaptive responses emerged in COVID‐19 when complexity …

… complexity of noise level in images for normal, COVID-19 and other pneumonia types of
diseases. Figures 1 and 2 are considered as sample X-Ray images for a normal healthy person …