2022
DOI: 10.1098/rsta.2020.0410
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From the origin of life to pandemics: emergent phenomena in complex systems

Abstract: When a large number of similar entities interact among each other and with their environment at a low scale, unexpected outcomes at higher spatio-temporal scales might spontaneously arise. This non-trivial phenomenon, known as emergence, characterizes a broad range of distinct complex systems—from physical to biological and social—and is often related to collective behaviour. It is ubiquitous, from non-living entities such as oscillators that under specific conditions synchronize, to living ones, such as birds… Show more

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Cited by 24 publications
(14 citation statements)
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“…Systemic crises are shaped by emergent, multiple co‐occurring and path‐dependent causal processes in complex networks (Artime & De Domenico, 2022; Kivelä et al, 2014). A key issue is to understand how macro‐dynamics emerge from micro‐interactions.…”
Section: Understanding Systemic Crises Under a Complexity Lensmentioning
confidence: 99%
“…Systemic crises are shaped by emergent, multiple co‐occurring and path‐dependent causal processes in complex networks (Artime & De Domenico, 2022; Kivelä et al, 2014). A key issue is to understand how macro‐dynamics emerge from micro‐interactions.…”
Section: Understanding Systemic Crises Under a Complexity Lensmentioning
confidence: 99%
“…Life is often described as a hierarchical organization of biological systems featuring functions far from equilibrium. , In detail, the subsystems exhibiting a nonequilibrium state gather and form supersystems showing an out-of-equilibrium state. In the system at the upper hierarchical level, additional functions essential for life processes that were not seen in their substructure can emerge. The cardiomyocyte and heart structure can be a definite example of hierarchical emergence in life.…”
Section: Introductionmentioning
confidence: 99%
“…Overall, while the effects of drawdown on reservoir physics, chemistry, and biology are increasingly being examined (e.g., Deemer & Harrison, 2019; Matsuzaki et al., 2023), less is known about the emergent responses to drawdown that arise from changes in multiple, interconnected ecosystem processes (Figure 1). Here, we adapt the definition of “emergent” from the complex systems literature to refer to reservoir responses to drawdown that arise from multiple ecosystem interactions, which cannot be easily predicted from the dynamics of one response variable in isolation of the larger ecosystem ( sensu Artime & De Domenico, 2022).…”
Section: Introductionmentioning
confidence: 99%