Practical Framework to classically simulate Permutation Equivariant unitaries
Oral-In-person
Abstract
Symmetry lies at the heart of many physics-related problems, and harnessing this structure through equivariant quantum circuits has emerged as a powerful approach to enhance performance in symmetry-constrained quantum models. Among symmetry groups, the permutation group, Sn , is especially significant due to its wide applicability in areas such as quantum many-body systems, combinatorial optimization, and particle physics. In particular, Sn-equivariant quantum circuits are known to avoid barren plateaus, enabling efficient classical simulation with complexity scaling at most polynomially with the system size n.
This work presents a practical end-to-end classical framework, integrated with permutation-invariant shadows, to efficiently simulate Sn-equivariant quantum unitaries assuming that are generated by at most two-local Pauli operators. Our method achieves a classical simulation time complexity of O(n4), improving upon previous approaches with complexity O(n7). To validate our approach, we perform numerical experiments on a representative use-case involving a permutation-invariant Hamiltonian, and we compare the real-world execution times of classical and quantum simulations across different hardware platforms.
This work presents a practical end-to-end classical framework, integrated with permutation-invariant shadows, to efficiently simulate Sn-equivariant quantum unitaries assuming that are generated by at most two-local Pauli operators. Our method achieves a classical simulation time complexity of O(n4), improving upon previous approaches with complexity O(n7). To validate our approach, we perform numerical experiments on a representative use-case involving a permutation-invariant Hamiltonian, and we compare the real-world execution times of classical and quantum simulations across different hardware platforms.
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Presenters
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Su Yeon Chang
- Los Alamos National Laobratory