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This article explores how probabilistic programming can be used to simulatequantum correlations in an EPR experimental setting. Probabilistic programs arebased on standard probability which cannot produce quantum correlations. Inorder to address this limitation, a hypergraph formalism was programmed whichboth expresses the measurement contexts of the EPR experimental design as wellas associated constraints. Four contemporary open source probabilisticprogramming frameworks were used to simulate an EPR experiment in order to shedlight on their relative effectiveness from both qualitative and quantitativedimensions. We found that all four probabilistic languages successfullysimulated quantum correlations. Detailed analysis revealed that no language wasclearly superior across all dimensions, however, the comparison does highlightaspects that can be considered when using probabilistic programs to simulateexperiments in quantum physics.

Evaluating probabilistic programming languages for simulating quantum correlations