Universal_Particle_Detector_via_Quantum_Correlations

Version 6.1 develops an integrated research framework for a modular particle detector using
multiple quantum correlation resources.
The architecture does not posit one universal quantum resource. Instead, it defines a resource
stack
H = {C, D, S, V, E}, (1)
together with an adaptive controller operating on measured resource estimates, uncertainty
intervals, detector conditions, and environmental covariates.
The V6.1 architecture introduces five major extensions:                            1. leakage-resistant experimental data partitioning;
2. explicit calibration and domain-shift correction;
3. uncertainty-aware adaptive resource selection;
4. multi-objective classification and energy inference;
5. hierarchical reproducibility and falsification criteria.
The detector is represented as a conditional measurement system:
p(Y | P, Z, Q, Θ), (2)
where P denotes particle state, Z environmental conditions, Q the quantum subsystem, and
Θ the locked experimental configuration.
The adaptive controller selects a resource or resource subset using a preregistered utility
function:
r
⋆ = arg min
r∈H
Lr. (3)
Unlike a simple point-estimate controller, V6.1 explicitly propagates uncertainty and allows
an abstention state when the available evidence does not justify a classification.
The primary validation framework evaluates classification, energy reconstruction, background
rejection, calibration, calibration transfer, robustness, and independent replication.
Version 6.1 additionally integrates an explicit sensor platform layer, an event-conditioning
channel, a multi-resource feature vector, and a readout-and-timing block.
No experimental result is claimed.