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A quantum gravity calculation hints at how classical spacetime emerges

Ilkka Mäkinen, Hanno Sahlmann, Waleed Sherif

May 18, 2026

Using neural-network-based variational methods, researchers searched for the low-energy states of a key operator in loop quantum gravity — the Hamiltonian constraint — at unprecedented spin cutoffs. They found three distinct classes of solutions, and one branch matches Thiemann coherent states (the loop-gravity analog of classical spacetime configurations) with near-perfect fidelity. This is concrete numerical evidence that recognizable semiclassical geometry can emerge organically from the quantum theory, a long-sought sanity check for the approach.
Published as Emergent Thiemann coherent states in the near-kernel sector of quantum reduced loop gravity arXiv:2605.18625
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