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Fast Time-Evolution of Matrix-Product States using the QR decomposition

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arxiv 2212.09782 v1 pith:45HKPA6Q submitted 2022-12-19 quant-ph cond-mat.str-el

classification quant-phcond-mat.str-el
keywords decompositionbenchmarka100algorithmallowsblockclockcomparing
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abstract

We propose and benchmark a modified time evolution block decimation (TEBD) algorithm that uses a truncation scheme based on the QR decomposition instead of the singular value decomposition (SVD). The modification reduces the scaling with the dimension of the physical Hilbert space $d$ from $d^3$ down to $d^2$. Moreover, the QR decomposition has a lower computational complexity than the SVD and allows for highly efficient implementations on GPU hardware. In a benchmark simulation of a global quench in a quantum clock model, we observe a speedup of up to three orders of magnitude comparing QR and SVD based updates on an A100 GPU.

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