Structuring International Governance through the Space of Concerns

This collection of recent arXiv preprints spans network science, political/institutional analysis, machine learning for dynamic graphs, quantum circuit optimization, and social-media discourse/credibility. Key contributions include: a method to recover hidden political structure from documentary records via a ‘space of concerns’ (Antarctic Treaty corpus); a stochastic framework coupling opinion dynamics with migration; demonstration that weight geometry governs functional memory across diverse networks; a hybrid TGN–SEAL model improving link prediction on sparse temporal graphs; a simplified,