Time-Dependent Hamiltonian Reconstruction using Continuous Weak
Measurements
- URL: http://arxiv.org/abs/2211.07718v1
- Date: Mon, 14 Nov 2022 19:41:48 GMT
- Title: Time-Dependent Hamiltonian Reconstruction using Continuous Weak
Measurements
- Authors: Karthik Siva, Gerwin Koolstra, John Steinmetz, William P. Livingston,
Debmalya Das, Larry Chen, John Mark Kreikebaum, Noah Stevenson, Christian
J\"unger, David I. Santiago, Irfan Siddiqi, Andrew N. Jordan
- Abstract summary: We experimentally demonstrate that an a priori unknown, time-dependent Hamiltonian can be reconstructed from continuous weak measurements.
In contrast to previous work, our technique does not require interruptions, which would distort the recovered Hamiltonian.
Our work opens up novel applications for continuous weak measurements, such as studying non-idealities in gates.
- Score: 0.0
- License: http://creativecommons.org/licenses/by-sa/4.0/
- Abstract: Reconstructing the Hamiltonian of a quantum system is an essential task for
characterizing and certifying quantum processors and simulators. Existing
techniques either rely on projective measurements of the system before and
after coherent time evolution and do not explicitly reconstruct the full
time-dependent Hamiltonian or interrupt evolution for tomography. Here, we
experimentally demonstrate that an a priori unknown, time-dependent Hamiltonian
can be reconstructed from continuous weak measurements concurrent with coherent
time evolution in a system of two superconducting transmons coupled by a
flux-tunable coupler. In contrast to previous work, our technique does not
require interruptions, which would distort the recovered Hamiltonian. We
introduce an algorithm which recovers the Hamiltonian and density matrix from
an incomplete set of continuous measurements and demonstrate that it reliably
extracts amplitudes of a variety of single qubit and entangling two qubit
Hamiltonians. We further demonstrate how this technique reveals deviations from
a theoretical control Hamiltonian which would otherwise be missed by
conventional techniques. Our work opens up novel applications for continuous
weak measurements, such as studying non-idealities in gates, certifying analog
quantum simulators, and performing quantum metrology.
Related papers
- Efficiency of Dynamical Decoupling for (Almost) Any Spin-Boson Model [44.99833362998488]
We analytically study the dynamical decoupling of a two-level system coupled with a structured bosonic environment.
We find sufficient conditions under which dynamical decoupling works for such systems.
Our bounds reproduce the correct scaling in various relevant system parameters.
arXiv Detail & Related papers (2024-09-24T04:58:28Z) - Fourier Neural Operators for Learning Dynamics in Quantum Spin Systems [77.88054335119074]
We use FNOs to model the evolution of random quantum spin systems.
We apply FNOs to a compact set of Hamiltonian observables instead of the entire $2n$ quantum wavefunction.
arXiv Detail & Related papers (2024-09-05T07:18:09Z) - Quantum simulation of highly-oscillatory many-body Hamiltonians for
near-term devices [2.487329273327606]
We develop a fourth-order Magnus expansion based quantum algorithm for the simulation of many-body problems.
We exploit symmetries of the Hamiltonian and achieve a surprising reduction in the expansion.
Our algorithms are able to take time-steps that are larger than the wavelength of oscillation of the time-dependent Hamiltonian.
arXiv Detail & Related papers (2023-12-13T17:29:29Z) - Quantum simulation for time-dependent Hamiltonians -- with applications
to non-autonomous ordinary and partial differential equations [31.223649540164928]
We propose an alternative formalism that turns any non-autonomous unitary dynamical system into an autonomous unitary system.
This makes the simulation with time-dependent Hamiltonians not much more difficult than that of time-independent Hamiltonians.
We show how our new quantum protocol for time-dependent Hamiltonians can be performed in a resource-efficient way and without measurements.
arXiv Detail & Related papers (2023-12-05T14:59:23Z) - Dissipation-enabled bosonic Hamiltonian learning via new
information-propagation bounds [1.0499611180329802]
We show that a bosonic Hamiltonian can be efficiently learned from simple quantum experiments.
Our work demonstrates that a broad class of bosonic Hamiltonians can be efficiently learned from simple quantum experiments.
arXiv Detail & Related papers (2023-07-27T17:35:07Z) - Robust Hamiltonian Engineering for Interacting Qudit Systems [50.591267188664666]
We develop a formalism for the robust dynamical decoupling and Hamiltonian engineering of strongly interacting qudit systems.
We experimentally demonstrate these techniques in a strongly-interacting, disordered ensemble of spin-1 nitrogen-vacancy centers.
arXiv Detail & Related papers (2023-05-16T19:12:41Z) - Non-Hermitian description of sharp quantum resetting [0.0]
We study a non-interacting quantum particle, moving on a one-dimensional lattice, which is subjected to repetitive measurements.
We investigate the consequence when such motion is interrupted and restarted from the same initial configuration, known as the quantum resetting problem.
We show that such systems can be described by the time evolution under certain time-dependent non-Hermitian Hamiltonians.
arXiv Detail & Related papers (2023-03-07T10:59:37Z) - Algebraic Compression of Quantum Circuits for Hamiltonian Evolution [52.77024349608834]
Unitary evolution under a time dependent Hamiltonian is a key component of simulation on quantum hardware.
We present an algorithm that compresses the Trotter steps into a single block of quantum gates.
This results in a fixed depth time evolution for certain classes of Hamiltonians.
arXiv Detail & Related papers (2021-08-06T19:38:01Z) - Learning Quantum Hamiltonians from Single-qubit Measurements [5.609584942407068]
We propose a recurrent neural network to learn the parameters of the target Hamiltonians from the temporal records of single-qubit measurements.
It is applicable on both time-independent and time-dependent Hamiltonians.
arXiv Detail & Related papers (2020-12-23T07:15:20Z) - Stoquasticity in circuit QED [78.980148137396]
We show that scalable sign-problem free path integral Monte Carlo simulations can typically be performed for such systems.
We corroborate the recent finding that an effective, non-stoquastic qubit Hamiltonian can emerge in a system of capacitively coupled flux qubits.
arXiv Detail & Related papers (2020-11-02T16:41:28Z) - Unraveling the topology of dissipative quantum systems [58.720142291102135]
We discuss topology in dissipative quantum systems from the perspective of quantum trajectories.
We show for a broad family of translation-invariant collapse models that the set of dark state-inducing Hamiltonians imposes a nontrivial topological structure on the space of Hamiltonians.
arXiv Detail & Related papers (2020-07-12T11:26:02Z)
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.