{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/votranhabysscoremicro-and-politicalcore-a","title":"VoTranhAbyssCoreMicro and PoliticalCore: A Unified Framework for Simulating Complex Economic and Political Dynamics","arxiv_id":null,"date":"2025-07-14","proceeding":"Independent publication 2025 7","authors":["Vi Nhat Son"],"abstract":"The VoTranhAbyssCoreMicro framework, integrated with the PoliticalCore mod-\r\nule, provides a robust platform for simulating complex economic and political dy-\r\nnamics with a validated accuracy of 90% across multiple tested economies and polit-\r\nical scenarios. By combining agent-based modeling, advanced neural networks, and\r\nstatistical methods, the framework captures phenomena such as shadow economies,\r\ncultural inertia, propaganda, systemic collapse, and political unrest. This whitepa-\r\nper details the architecture, key components, validation results, and applications of\r\nthe unified system. It emphasizes the necessity of a specialized computational en-\r\nvironment to achieve optimal performance, with setup instructions available upon\r\nrequest from the author (provided free of charge). The framework is a powerful\r\ntool for researchers, policymakers, and analysts seeking to forecast macro-economic\r\nand political events driven by entropy and systemic interactions.","url_abs":"https://zenodo.org/records/15881273","url_pdf":"https://zenodo.org/records/15881273/files/whitepaper.pdf?download=1","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"votranhabysscoremicro-and-politicalcore-a","repo_url":"https://github.com/vinhatson/votranhabysscoremicro","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"pytorch","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}