Mapping foundational contributions in complex systems and network science

This initiative aims to identify and structure the foundational contributions that define complex systems, network science, and related domains, across theory, methods, and applications. The goal is to build a coherent, field-wide reference that reflects how the discipline is actually used and understood across different subdomains.

In recent years, large-scale models and automated systems have made it possible to synthesize vast amounts of scientific information. However, identifying what is foundational — what truly shapes the conceptual and methodological backbone of a field — still requires distributed expert judgment. This effort is designed to complement algorithmic approaches by leveraging collective intelligence: many independent perspectives, aggregated into a structured view.

The objective is not to produce a simple ranking of famous papers, but to build a structured map of the field’s foundations, including works that may be missing from keyword-based or citation-based approaches.

Read the full article at: manliodedomenico.com