This framework introduces a new perspective on structural formation in physical systems, suggesting that geometry arises from coherence constraints within a continuous field rather than from purely local interactions. A key implication is the potential for predictive structure discovery: by analyzing coherence conditions and resonance constraints, it may become possible to identify previously unknown stable molecular, crystalline, and material configurations. This represents a shift from descriptive classification toward predictive design based on fundamental stability principles, opening new directions in physics, chemistry, and materials science