Controlled Gate Networks Applied to Eigenvalue Estimation
- URL: http://arxiv.org/abs/2208.13557v3
- Date: Tue, 4 Jun 2024 12:43:57 GMT
- Title: Controlled Gate Networks Applied to Eigenvalue Estimation
- Authors: Max Bee-Lindgren, Zhengrong Qian, Matthew DeCross, Natalie C. Brown, Christopher N. Gilbreth, Jacob Watkins, Xilin Zhang, Dean Lee,
- Abstract summary: We introduce a new scheme for quantum circuit design called controlled gate networks.
Rather than trying to reduce the complexity of individual unitary operations, the new strategy is to toggle between all of the unitary operations needed with the fewest number of gates.
- Score: 0.28106259549258145
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: We introduce a new scheme for quantum circuit design called controlled gate networks. Rather than trying to reduce the complexity of individual unitary operations, the new strategy is to toggle between all of the unitary operations needed with the fewest number of gates. We illustrate our approach using two examples. The first example is a variational subspace calculation for a two-qubit system. We demonstrate an approximately five-fold reduction in the number of two-qubit gates required for computing inner products and Hamiltonian matrix elements. The second example is estimating the eigenvalues of a two-qubit Hamiltonian via the Rodeo Algorithm using a specific class of controlled gate networks called controlled reversal gates. Again, a fivefold reduction in the number of two-qubit gates is demonstrated. We use the Quantinuum H1-2 and IBM Perth devices to realize the quantum circuits. Our work demonstrates that controlled gate networks are a useful tool for reducing gate complexity in quantum algorithms for quantum many-body problems.
Related papers
- A two-circuit approach to reducing quantum resources for the quantum lattice Boltzmann method [41.66129197681683]
Current quantum algorithms for solving CFD problems use a single quantum circuit and, in some cases, lattice-based methods.
We introduce the a novel multiple circuits algorithm that makes use of a quantum lattice Boltzmann method (QLBM)
The problem is cast as a stream function--vorticity formulation of the 2D Navier-Stokes equations and verified and tested on a 2D lid-driven cavity flow.
arXiv Detail & Related papers (2024-01-20T15:32:01Z) - One Gate Scheme to Rule Them All: Introducing a Complex Yet Reduced Instruction Set for Quantum Computing [8.478982715648547]
Scheme for qubits with $XX+YY$ coupling realizes any two-qubit gate up to single-qubit gates.
We observe marked improvements across various applications, including generic $n$-qubit gate synthesis, quantum volume, and qubit routing.
arXiv Detail & Related papers (2023-12-09T19:30:31Z) - Decomposition of Multi-controlled Special Unitary Single-Qubit Gates [1.412197703754359]
Multi-controlled unitary gates have been a subject of interest in quantum computing since its inception.
Current state-of-the-art approach to implementing n-qubit multi-controlled gates involves the use of a quadratic number of single-qubit and CNOT gates.
We present a new decomposition of n-qubit multi-controlled SU(2) gates that requires a circuit with a number of CNOT gates proportional to 20n.
arXiv Detail & Related papers (2023-02-13T14:08:53Z) - Graph test of controllability in qubit arrays: A systematic way to
determine the minimum number of external controls [62.997667081978825]
We show how to leverage an alternative approach, based on a graph representation of the Hamiltonian, to determine controllability of arrays of coupled qubits.
We find that the number of controls can be reduced from five to one for complex qubit-qubit couplings.
arXiv Detail & Related papers (2022-12-09T12:59:44Z) - Universal qudit gate synthesis for transmons [44.22241766275732]
We design a superconducting qudit-based quantum processor.
We propose a universal gate set featuring a two-qudit cross-resonance entangling gate.
We numerically demonstrate the synthesis of $rm SU(16)$ gates for noisy quantum hardware.
arXiv Detail & Related papers (2022-12-08T18:59:53Z) - Extensive characterization of a family of efficient three-qubit gates at
the coherence limit [0.4471952592011114]
We implement a three-qubit gate by simultaneously applying two-qubit operations.
We generate two classes of entangled states, the GHZ and W states, by applying the new gate only once.
We analyze the experimental and statistical errors on the fidelity of the gates and of the target states.
arXiv Detail & Related papers (2022-07-06T19:42:29Z) - Applications of Universal Parity Quantum Computation [0.0]
We demonstrate the applicability of a universal gate set in the parity encoding, which is a dual to the standard gate model.
Embedding these algorithms in the parity encoding reduces the circuit depth compared to conventional gate-based implementations.
We propose simple implementations of multiqubit gates in tailored encodings and an efficient strategy to prepare graph states.
arXiv Detail & Related papers (2022-05-19T12:31:46Z) - Software mitigation of coherent two-qubit gate errors [55.878249096379804]
Two-qubit gates are important components of quantum computing.
But unwanted interactions between qubits (so-called parasitic gates) can degrade the performance of quantum applications.
We present two software methods to mitigate parasitic two-qubit gate errors.
arXiv Detail & Related papers (2021-11-08T17:37:27Z) - Comparing Two-Qubit and Multi-Qubit Gates within the Toric Code [0.0]
We show that a five-qubit Molmer-Sorensen gate offers an approximately $40%$ improvement over two-qubit gates in terms of the fault tolerance threshold.
This result indicates an advantage of using multi-qubit gates in the context of quantum error correction (QEC)
arXiv Detail & Related papers (2021-11-07T10:54:57Z) - Quantum simulation of $\phi^4$ theories in qudit systems [53.122045119395594]
We discuss the implementation of quantum algorithms for lattice $Phi4$ theory on circuit quantum electrodynamics (cQED) system.
The main advantage of qudit systems is that its multi-level characteristic allows the field interaction to be implemented only with diagonal single-qudit gates.
arXiv Detail & Related papers (2021-08-30T16:30:33Z) - Improving the Performance of Deep Quantum Optimization Algorithms with
Continuous Gate Sets [47.00474212574662]
Variational quantum algorithms are believed to be promising for solving computationally hard problems.
In this paper, we experimentally investigate the circuit-depth-dependent performance of QAOA applied to exact-cover problem instances.
Our results demonstrate that the use of continuous gate sets may be a key component in extending the impact of near-term quantum computers.
arXiv Detail & Related papers (2020-05-11T17:20:51Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.