Kai Roininen

The Draken 2045 Framework: Topological Coherence Theory for Multi-Scale Systems Analysis

This monograph presents the Draken 2045 Framework — a formal diagnostic methodology for modeling cross-scale consistency in complex adaptive systems using sheaf theory, a branch of algebraic topology. Building on the sheaf Laplacian formalism of Hansen and Ghrist (2019) and the discourse sheaf opinion dynamics of Hanse...