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Massimiliano Concas

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#graph neural networks Open access Sep 2026

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 2D Transverse Field Ising Model (TFIM) on...

Massimiliano Concas · 0 citations

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