Boundaries for quantum advantage with single photons and loop-based time-bin interferometers
- URL: http://arxiv.org/abs/2411.16873v1
- Date: Mon, 25 Nov 2024 19:13:20 GMT
- Title: Boundaries for quantum advantage with single photons and loop-based time-bin interferometers
- Authors: Samo Novák, David D. Roberts, Alexander Makarovskiy, Raúl García-Patrón, William R. Clements,
- Abstract summary: Loop-based boson samplers interfere photons in the time degree of freedom using a sequence of delay lines.
We propose a method to exploit this loop-based structure to more efficiently simulate such systems.
- Score: 40.908112113947475
- License:
- Abstract: Loop-based boson samplers interfere photons in the time degree of freedom using a sequence of delay lines. Since they require few hardware components while also allowing for long-range entanglement, they are strong candidates for demonstrating quantum advantage beyond the reach of classical emulation. We propose a method to exploit this loop-based structure to more efficiently simulate such systems. Our algorithm exploits a causal-cone argument to decompose the circuit into smaller effective components that can each be simulated sequentially by calling a state vector simulator as a subroutine. To quantify the complexity of our approach, we develop a new lattice path formalism that allows us to efficiently characterize the state space that must be tracked during the simulation. In addition, we develop a heuristic method that allows us to predict the expected average and worst-case memory requirements of running these simulations. We use these methods to compare the simulation complexity of different families of loop-based interferometers, allowing us to quantify the potential for quantum advantage of single-photon Boson Sampling in loop-based architectures.
Related papers
- Fast classical simulation of qubit-qudit hybrid systems [6.116156387681214]
Simulating quantum circuits is a computationally intensive task that relies heavily on tensor products and matrix multiplications.
Recent advancements, eliminate the need for tensor products and matrix multiplications, offering significant improvements in efficiency and parallelization.
We propose a block-simulation methodology applicable to qubit-qudit hybrid systems.
arXiv Detail & Related papers (2024-10-23T13:49:25Z) - Compact quantum algorithms for time-dependent differential equations [0.0]
We build on an idea based on linear combination of unitaries to simulate non-unitary, non-Hermitian quantum systems.
We generate hybrid quantum-classical algorithms that efficiently perform iterative matrix-vector multiplication and matrix inversion operations.
arXiv Detail & Related papers (2024-05-16T02:14:58Z) - Tensor Networks or Decision Diagrams? Guidelines for Classical Quantum
Circuit Simulation [65.93830818469833]
tensor networks and decision diagrams have independently been developed with differing perspectives, terminologies, and backgrounds in mind.
We consider how these techniques approach classical quantum circuit simulation, and examine their (dis)similarities with regard to their most applicable abstraction level.
We provide guidelines for when to better use tensor networks and when to better use decision diagrams in classical quantum circuit simulation.
arXiv Detail & Related papers (2023-02-13T19:00:00Z) - Importance sampling for stochastic quantum simulations [68.8204255655161]
We introduce the qDrift protocol, which builds random product formulas by sampling from the Hamiltonian according to the coefficients.
We show that the simulation cost can be reduced while achieving the same accuracy, by considering the individual simulation cost during the sampling stage.
Results are confirmed by numerical simulations performed on a lattice nuclear effective field theory.
arXiv Detail & Related papers (2022-12-12T15:06:32Z) - Constructing Optimal Contraction Trees for Tensor Network Quantum
Circuit Simulation [1.2704529528199062]
One of the key problems in quantum circuit simulation is the construction of a contraction tree.
We introduce a novel time algorithm for constructing an optimal contraction tree.
We show that our method achieves superior results on a majority of tested quantum circuits.
arXiv Detail & Related papers (2022-09-07T02:50:30Z) - Hybridized Methods for Quantum Simulation in the Interaction Picture [69.02115180674885]
We provide a framework that allows different simulation methods to be hybridized and thereby improve performance for interaction picture simulations.
Physical applications of these hybridized methods yield a gate complexity scaling as $log2 Lambda$ in the electric cutoff.
For the general problem of Hamiltonian simulation subject to dynamical constraints, these methods yield a query complexity independent of the penalty parameter $lambda$ used to impose an energy cost.
arXiv Detail & Related papers (2021-09-07T20:01:22Z) - Constant-Depth Circuits for Dynamic Simulations of Materials on Quantum
Computers [0.0]
We present a method for generating circuits that are constant in depth with increasing simulation time for a subset of one-dimensional materials Hamiltonians.
By removing the effective limit on the number of feasibly simulatable time-steps, the constant-depth circuits enable Trotter error to be made negligibly small.
This paves the way for simulations of long-time dynamics for scientifically and technologically relevant quantum materials.
arXiv Detail & Related papers (2021-03-12T17:47:02Z) - Fast and differentiable simulation of driven quantum systems [58.720142291102135]
We introduce a semi-analytic method based on the Dyson expansion that allows us to time-evolve driven quantum systems much faster than standard numerical methods.
We show results of the optimization of a two-qubit gate using transmon qubits in the circuit QED architecture.
arXiv Detail & Related papers (2020-12-16T21:43:38Z) - Fast simulation of quantum algorithms using circuit optimization [0.0]
We propose a specialized compiler pass to reduce the simulation time for arbitrary circuits.
The communication overhead is reduced by changing the order in which state amplitudes are stored.
We then implement a compiler pass to exploit the novel functionalities.
arXiv Detail & Related papers (2020-10-19T18:00:20Z) - Efficient classical simulation of random shallow 2D quantum circuits [104.50546079040298]
Random quantum circuits are commonly viewed as hard to simulate classically.
We show that approximate simulation of typical instances is almost as hard as exact simulation.
We also conjecture that sufficiently shallow random circuits are efficiently simulable more generally.
arXiv Detail & Related papers (2019-12-31T19:00:00Z)
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.