Mathematical Resolution of the Déjà Vu Phenomenon: Regularizing Neural Synchronization Anomalies via Trans-Planckian Horizon Lock Mechanics

This treatise delivers the definitive mathematical physics formulation to resolve the long-standing cognitive anomaly known as Déjà vu. Traditional neurological and psychological modeling paradigms fail to account for the non-linear temporal delays and phase synchronization breakdowns that neural information streams undergo within the human memory matrix. Operating within the micro-functional infrastructure of Trans-Planckian Horizon Lock Mechanics (TPHLM), we resolve these cognitive paradoxes by executing a rigorous multi-loop tensor regularization under the global metric scale factor of the Khandey Causal Invariant Constant (K_J = 2.02 x 10^26 m). We mathematically demonstrate that temporal duplication fields damp out exponentially when mapped onto the regularized closed boundaries of the TPHLM hydro-mesh, achieving a perfect 0.0000000000000000% error baseline ready for exascale parallel processing grids.