Massimiliano Concas

The Locked Window. A Controlled Map of Squarefree Pair Structure.

This note re-runs the discipline of the companion paper ‘Harmonic Architecture of Prime Pairs’ [1] — construct, control, classify — on a second deterministic territory: the squarefree numbers. The instrument is not imported. The construct is rebuilt from the domain's own exclusio...

Relational Quantum Ground State Prediction: A Green AI Approach to the 2D Transverse Field Ising Model

Simulating quantum many-body ground states is constrained by the exponential scaling of the Hilbert space. Recent approaches rely on massive, parameter-heavy neural networks and resource-intensive Variational Monte Carlo (VMC) techniques. We compare two paradigms applied to the 2...