Coherence Basins and Defect Structures
This research area studies how stable regions, boundaries, residual strains, and localized defects form inside coherence fields. In Coherence Geometry, a basin is a region where compatible states gather and stabilize under constraint, while a defect is a localized mismatch, obstruction, or strain concentration that can shape how the surrounding field relaxes. Papers in this area examine basin formation, modular segmentation, boundary refinement, ripple-like correction events, defect persistence, and the transition from disordered fields into organized coherent structure.
Publication List
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Emergent Modular Structure in Coherence-Driven Oscillator Fields: Spontaneous Phase Alignment and Internal Refinement in Conservative Lattices
CGI-RSR-000025 | The paper demonstrates a model where even in single-phase systems, modular segmentation and internal refinement can arise purely from local alignment dynamics. In high-dimensional extensions—such as those used in CDI inference systems—this behavior becomes a scalable mechanism for unsupervised structure formation, analog memory stabilization, and generalization.