Q-Edge: Symmetry-Reduced Quantum Simulation of Structured Extreme Dependence

The paper introduces Q-Edge, a quantum framework that leverages symmetry to reduce the complexity of simulating high‑dimensional extreme events. By representing dependence in orbit space, the method collapses millions of angular states into a few symmetry classes, cutting the required qubits from about 21 to 8 for a 30‑dimensional problem. This symmetry‑reduced approach enables scalable simulation and digital twins of structured extreme systems.

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