{"ID":2873609,"CreatedAt":"2026-06-01T04:54:23.091178241Z","UpdatedAt":"2026-06-01T04:54:23.091178241Z","DeletedAt":null,"paper_url":"https://arxiv.org/abs/2510.15892","arxiv_id":"2510.15892","title":"Geometric Dynamics of Consumer Credit Cycles: A Multivector-based Linear-Attention Framework for Explanatory Economic Analysis","abstract":"This study introduces geometric algebra to decompose credit system relationships into their projective (correlation-like) and rotational (feedback-spiral) components. We represent economic states as multi-vectors in Clifford algebra, where bivector elements capture the rotational coupling between unemployment, consumption, savings, and credit utilization. This mathematical framework reveals interaction patterns invisible to conventional analysis: when unemployment and credit contraction enter simultaneous feedback loops, their geometric relationship shifts from simple correlation to dangerous rotational dynamics that characterize systemic crises.","short_abstract":"This study introduces geometric algebra to decompose credit system relationships into their projective (correlation-like) and rotational (feedback-spiral) components. We represent economic states as multi-vectors in Clifford algebra, where bivector elements capture the rotational coupling between unemployment, consumpt...","url_abs":"https://arxiv.org/abs/2510.15892","url_pdf":"https://arxiv.org/pdf/2510.15892v1","authors":"[\"Agus Sudjianto\",\"Sandi Setiawan\"]","published":"2025-09-08T19:07:08Z","proceeding":"q-fin.GN","tasks":"[\"q-fin.GN\",\"cs.LG\"]","methods":"[]","has_code":false}