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A virtually connected probabilistic computer as a solver for higher-order, densely connected, or reconfigurable combinatorial optimisation problems

May 8, 2026
Quantum Dice Research Team

Abstract

Most unconventional computing hardware forces you to reshape your problem before you can solve it – embedding, sparsification, quadratisation – and each transformation costs you solution quality.

Our photonic probabilistic computer takes a different approach. Virtual hardware connections mean we can tackle higher-order, densely connected and dynamically changing combinatorial optimisation problems in their native form.

In this paper we show how that architectural advantage plays out in practice, predicting orders-of-magnitude speedups over digital annealing units on hard spin-glass problems — with favourable scaling as problem size grows.

Full pre-print available at: https://arxiv.org/abs/2605.06037

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A virtually connected probabilistic computer as a solver for higher-order, densely connected, or reconfigurable combinatorial optimisation problems | Quantum Dice