Characterizing non-Markovian and coherent errors in quantum simulation
Quantum simulation of many-body systems, particularly using ultracold atoms and trapped ions, presents a unique form of quantum control—it is a direct implementation of a multi-qubit gate generated by the Hamiltonian. As a consequence, it also faces a unique challenge in terms of benchmarking, becau...
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| Format: | Article |
| Language: | English |
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American Physical Society
2024-11-01
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| Series: | Physical Review Research |
| Online Access: | http://doi.org/10.1103/PhysRevResearch.6.043127 |
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| author | Aditya Prakash Bharath Hebbe Madhusudhana |
| author_facet | Aditya Prakash Bharath Hebbe Madhusudhana |
| author_sort | Aditya Prakash |
| collection | DOAJ |
| description | Quantum simulation of many-body systems, particularly using ultracold atoms and trapped ions, presents a unique form of quantum control—it is a direct implementation of a multi-qubit gate generated by the Hamiltonian. As a consequence, it also faces a unique challenge in terms of benchmarking, because the well-established gate benchmarking techniques are unsuitable for this form of quantum control. Here we show that the symmetries of the target many-body Hamiltonian can be used not only to benchmark but to characterize experimental errors in the quantum simulation. We use our results to develop protocols to characterize these errors, which can be implemented using state-of-the-art technology. We consider two forms of errors: (i) unitary errors arising out of systematic errors in the applied Hamiltonian and (ii) canonical non-Markovian errors arising out of random shot-to-shot fluctuations in the applied Hamiltonian. We show that the dynamics of the expectation value of the target Hamiltonian itself, which is ideally constant in time, can be used to characterize these errors. In the presence of errors, the expectation value of the target Hamiltonian shows a characteristic thermalization dynamics, when it satisfies the operator thermalization hypothesis (OTH). That is, an oscillation in the short time followed by relaxation to a steady-state value in the long time limit. We show that while the steady-state value can be used to characterize the coherent errors, the amplitude of the oscillations can be used to estimate the non-Markovian errors. We prove a sandwich theorem to establish a linear relation between the amplitude of the oscillations and the magnitude of the non-Markovian errors. Moreover, by varying the initial state, we show that the steady state values can be used to completely construct the generator of the coherent errors. Using these results, we develop two experimental protocols to characterize the unitary errors based on these results, one of which requires single-qubit addressing and the other one doesn't. We also develop a protocol to characterize non-Markovian errors. |
| format | Article |
| id | doaj-art-fa8fef64851b4bbf9d2e651790698d0c |
| institution | Kabale University |
| issn | 2643-1564 |
| language | English |
| publishDate | 2024-11-01 |
| publisher | American Physical Society |
| record_format | Article |
| series | Physical Review Research |
| spelling | doaj-art-fa8fef64851b4bbf9d2e651790698d0c2024-11-12T18:23:44ZengAmerican Physical SocietyPhysical Review Research2643-15642024-11-016404312710.1103/PhysRevResearch.6.043127Characterizing non-Markovian and coherent errors in quantum simulationAditya PrakashBharath Hebbe MadhusudhanaQuantum simulation of many-body systems, particularly using ultracold atoms and trapped ions, presents a unique form of quantum control—it is a direct implementation of a multi-qubit gate generated by the Hamiltonian. As a consequence, it also faces a unique challenge in terms of benchmarking, because the well-established gate benchmarking techniques are unsuitable for this form of quantum control. Here we show that the symmetries of the target many-body Hamiltonian can be used not only to benchmark but to characterize experimental errors in the quantum simulation. We use our results to develop protocols to characterize these errors, which can be implemented using state-of-the-art technology. We consider two forms of errors: (i) unitary errors arising out of systematic errors in the applied Hamiltonian and (ii) canonical non-Markovian errors arising out of random shot-to-shot fluctuations in the applied Hamiltonian. We show that the dynamics of the expectation value of the target Hamiltonian itself, which is ideally constant in time, can be used to characterize these errors. In the presence of errors, the expectation value of the target Hamiltonian shows a characteristic thermalization dynamics, when it satisfies the operator thermalization hypothesis (OTH). That is, an oscillation in the short time followed by relaxation to a steady-state value in the long time limit. We show that while the steady-state value can be used to characterize the coherent errors, the amplitude of the oscillations can be used to estimate the non-Markovian errors. We prove a sandwich theorem to establish a linear relation between the amplitude of the oscillations and the magnitude of the non-Markovian errors. Moreover, by varying the initial state, we show that the steady state values can be used to completely construct the generator of the coherent errors. Using these results, we develop two experimental protocols to characterize the unitary errors based on these results, one of which requires single-qubit addressing and the other one doesn't. We also develop a protocol to characterize non-Markovian errors.http://doi.org/10.1103/PhysRevResearch.6.043127 |
| spellingShingle | Aditya Prakash Bharath Hebbe Madhusudhana Characterizing non-Markovian and coherent errors in quantum simulation Physical Review Research |
| title | Characterizing non-Markovian and coherent errors in quantum simulation |
| title_full | Characterizing non-Markovian and coherent errors in quantum simulation |
| title_fullStr | Characterizing non-Markovian and coherent errors in quantum simulation |
| title_full_unstemmed | Characterizing non-Markovian and coherent errors in quantum simulation |
| title_short | Characterizing non-Markovian and coherent errors in quantum simulation |
| title_sort | characterizing non markovian and coherent errors in quantum simulation |
| url | http://doi.org/10.1103/PhysRevResearch.6.043127 |
| work_keys_str_mv | AT adityaprakash characterizingnonmarkovianandcoherenterrorsinquantumsimulation AT bharathhebbemadhusudhana characterizingnonmarkovianandcoherenterrorsinquantumsimulation |