Antonio Quinto

SOPA & GyroFrame A Structural Guide to Cognitive AI Activation

2026 · Zenodo (CERN European Organization for Nuclear Research)

This document provides a structural guide to SOPA and GyroFrame, two activation components developed within the GyroSystem architecture. They are released as open appendices to support: * study * experimentation * architectural analysis This guide …

Quantum Template Resonance Optimization (QTRO) A Template-Driven Variational Strategy for Structured Convergence in the TFIM

2026 · Zenodo (CERN European Organization for Nuclear Research)

We introduce Quantum Template Resonance Optimization (QTRO), a template-driven variational optimization strategy designed to guide quantum circuits toward physically structured regions of Hilbert space. Unlike standard Variational Quantum Eigensolvers (VQE), which directly minimize the expectation …