FINDINGS

Papers, empirical results, and pre-registered predictions. Each paper builds on the invariant hierarchy established by the QNFM framework.

Under Review PAPER 1 Manifold Polarity in EEG Classification A quantum circuit with a fixed measurement basis reveals patient-specific manifold polarity in EEG covariance matrices. Sub-chance AUC is not failure — it is a signed geometric readout. Hardware-validated on IBM Heron (7 patients, 17 qubits, 1024 shots). Springer QIP · IBM Heron r1 · CHB-MIT 7 patients · LOSO Read → Preprint Pending PAPER 2 Polarity as Continuous Projection Quantity Reframes polarity from binary (standard/inverted) to continuous strength. Calibration tiers, cross-configuration consistency analysis, and honest pre-registration outcomes. Two populations emerge: strongly polar (chb03, chb21) and weakly polar patients. TechRxiv (pending platform reopening) · CH8/CH12/CH16 scaling Read → Drafting PAPER 3 QNFM Theoretical Framework Quantum Neural Field Mapping as umbrella theory. Higher-order invariants (trajectory curvature, shift magnitude), cross-domain generalization plan, and the relationship between circuit rigidity and geometric observability. In development · Theoretical Read →