Computational study of Environment-Assisted Quantum Transport (ENAQT) in open quantum chains. Validated against 1,000 exact HEOM trajectories; enhancement scales as ~2.1N with chain length; structural disorder amplifies rather than destroys ENAQT — universal in 95–100% of random configurations.

End-to-End Python implementation of Hayward et. al's (2026) method for modeling financial volatility as a nonlinear wave system. Extracts VIX/VXO/VSTOXX envelopes via FFT and Hilbert transforms, builds a Schrödinger-type Hamiltonian, and tracks eigenvalue-gradient shifts signaling Anderson localisation ahead of volatility events. 

Anderson Localization and the Anderson Transition

Falsification-first spin-geometry lab for finite spectral toy models: S³ spinor harmonics, Dirac operators, proxy gates, claim audits, and explicit non-claims. Research-only; no physical compactification or Standard Model claim.

Pure Rust ML primitives, spectral analysis & sovereign structure prediction — 4,500+ checks, 1,350+ tests, GPU via barraCuda. AGPL-3.0