Hybrid theory offers new way to model disturbed complex systems

In fields ranging from immunology and ecology to economics and thermodynamics, multi-scale complex systems are ubiquitous. They are also notoriously difficult to model. Conventional approaches take either a bottom-up or top-down approach. But in disturbed systems, such as a post-fire forest ecosystem or a society in a pandemic, these unidirectional models can’t capture the interactions between the small-scale behaviors and the system-level properties. Scientists have worked to resolve this challenge by building a hybrid method that links bottom-up behaviors and top-down causation in a single theory.
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