Epistemic Field Theory: A Variational Derivation of the Field Equation from Imbalance-Induced Geometry
| dc.contributor.author | Sungwan Boksuwan | |
| dc.date.accessioned | 2026-05-08T19:26:52Z | |
| dc.date.issued | 2026-4-15 | |
| dc.description.abstract | We develop a field-theoretic framework for epistemic systems in whichinformation imbalance induces geometric structure. Starting from the imbalance field v = I − D, we show that it uniquelydetermines a minimal deformation of the affine connection, while themetric remains fixed. A variational formulation then yields theEpistemic Field Equation G_ij = κ(E) v_i v_j, linking imbalance to curvature. At the scalar level, G = κ(E) | |
| dc.description.abstract | v | |
| dc.description.abstract | ^2, provides a coordinate-invariant measure of imbalance-induced geometry. This framework establishes a direct structural link between information,dynamics, and geometry, where curvature emerges as a response to imbalancerather than being imposed a priori. | |
| dc.identifier.doi | 10.5281/zenodo.19594491 | |
| dc.identifier.uri | https://dspace.kmitl.ac.th/handle/123456789/20800 | |
| dc.publisher | Zenodo (CERN European Organization for Nuclear Research) | |
| dc.subject | Model Reduction and Neural Networks | |
| dc.subject | Control and Stability of Dynamical Systems | |
| dc.subject | Statistical Mechanics and Entropy | |
| dc.title | Epistemic Field Theory: A Variational Derivation of the Field Equation from Imbalance-Induced Geometry | |
| dc.type | Preprint |