Characterization of Noninteracting Bosons, with Applications
- URL: http://arxiv.org/abs/2410.10593v1
- Date: Mon, 14 Oct 2024 15:04:02 GMT
- Title: Characterization of Noninteracting Bosons, with Applications
- Authors: Shawn Geller,
- Abstract summary: We discuss the characterization tools that were developed to interpret the results of a boson sampling experiment performed at JILA.
We show that the indistinguishability of the atoms was a good predictor of the multiparticle bunching features.
We discuss how to optimize the experimental design for inferring the single-particle unitary from Fock basis measurements.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: Boson sampling is the task of producing samples from the number-basis distribution of many bosons traveling through a passive linear optical network. It is believed to be extremely difficult to accomplish classically, and has been the motivation for many "quantum advantage" demonstrations. Here we discuss the characterization tools that were developed to interpret the results of a boson sampling experiment performed at JILA, using atoms instead of photons. We measured the indistinguishability of the atoms using a Hong-Ou-Mandel style measurement, and found that it was $99.5^{+0.5}_{-1.6}\%$. We then showed that the indistinguishability of the atoms was a good predictor of the multiparticle bunching features, which in turn was a measure of multiparticle indistinguishability itself. To make this latter connection explicit, we introduce the weak generalized bunching conjecture and show it is equivalent to an existing mathematical conjecture. For the purpose of characterizing the dynamics that were present in the experiment, we discuss how to optimize the experimental design for inferring the single-particle unitary from Fock basis measurements. We showed that having very cold atoms was necessary to perform the inference of the dynamics in a reasonable amount of time. We then partially characterized the single particle unitary via direct measurements using one and two atoms, and compared our measurements to a separate characterization using a new statistic that describes the deviation between the two characterization methods while being insensitive to uninferable parameters.
Related papers
- The Second Moment of Hafnians in Gaussian Boson Sampling [0.0]
Anticoncentration is a second-moment property of the output probabilities.
We develop a graph-theoretic method to study these moments and use it to identify a transition in anticoncentration.
These results allow us to pinpoint the transition in anticoncentration and furthermore yield the expected linear cross-entropy benchmarking score for an ideal (error-free) device.
arXiv Detail & Related papers (2024-03-20T18:00:00Z) - Iterated Denoising Energy Matching for Sampling from Boltzmann Densities [109.23137009609519]
Iterated Denoising Energy Matching (iDEM)
iDEM alternates between (I) sampling regions of high model density from a diffusion-based sampler and (II) using these samples in our matching objective.
We show that the proposed approach achieves state-of-the-art performance on all metrics and trains $2-5times$ faster.
arXiv Detail & Related papers (2024-02-09T01:11:23Z) - Transition of Anticoncentration in Gaussian Boson Sampling [0.0]
We develop a graph-theoretic framework for analyzing the moments of the Gaussian Boson Sampling distribution.
We show that when the number of initially squeezed modes scales sufficiently slowly with the number of photons, there is a lack of anticoncentration.
arXiv Detail & Related papers (2023-12-13T19:00:00Z) - An atomic boson sampler [0.0]
A boson sampler implements a restricted model of quantum computing.
We show a new combination of tools for implementing boson sampling using ultracold atoms in a tunnel-coupled optical lattice.
Our work demonstrates the core capabilities required to directly assemble ground and excited states in simulations of various Hubbard models.
arXiv Detail & Related papers (2023-07-13T17:56:05Z) - The kinetic Hamiltonian with position-dependent mass [0.0]
We examine in a systematic way the most relevant orderings of pure kinetic Hamiltonians for five different position-dependent mass profiles.
As a result of the non-commutativity between momentum and position operators, a diversity of effective potentials is generated.
We obtain analytically the full-spectrum of energies and solutions in the twenty-five cases considered.
arXiv Detail & Related papers (2023-03-04T21:23:42Z) - Dilute neutron star matter from neural-network quantum states [58.720142291102135]
Low-density neutron matter is characterized by the formation of Cooper pairs and the onset of superfluidity.
We model this density regime by capitalizing on the expressivity of the hidden-nucleon neural-network quantum states combined with variational Monte Carlo and reconfiguration techniques.
arXiv Detail & Related papers (2022-12-08T17:55:25Z) - Nonparametric Conditional Local Independence Testing [69.31200003384122]
Conditional local independence is an independence relation among continuous time processes.
No nonparametric test of conditional local independence has been available.
We propose such a nonparametric test based on double machine learning.
arXiv Detail & Related papers (2022-03-25T10:31:02Z) - Dispersive readout of molecular spin qudits [68.8204255655161]
We study the physics of a magnetic molecule described by a "giant" spin with multiple $d > 2$ spin states.
We derive an expression for the output modes in the dispersive regime of operation.
We find that the measurement of the cavity transmission allows to uniquely determine the spin state of the qudits.
arXiv Detail & Related papers (2021-09-29T18:00:09Z) - Beyond the Tavis-Cummings model: revisiting cavity QED with atomic
ensembles [0.0]
The interaction of an ensemble of $N$ two-level atoms with a single mode electromagnetic field is described by the Tavis-Cummings model.
Here, we show that this is only justified if the effective scattering rate into non-cavity modes is negligible.
We show that the predictions of our model can differ quantitatively and even qualitatively from those obtained with the Tavis-Cummings model.
arXiv Detail & Related papers (2021-07-09T17:55:06Z) - Visualizing spinon Fermi surfaces with time-dependent spectroscopy [62.997667081978825]
We propose applying time-dependent photo-emission spectroscopy, an established tool in solid state systems, in cold atom quantum simulators.
We show in exact diagonalization simulations of the one-dimensional $t-J$ model that the spinons start to populate previously unoccupied states in an effective band structure.
The dependence of the spectral function on the time after the pump pulse reveals collective interactions among spinons.
arXiv Detail & Related papers (2021-05-27T18:00:02Z) - On the complex behaviour of the density in composite quantum systems [62.997667081978825]
We study how the probability of presence of a particle is distributed between the two parts of a composite fermionic system.
We prove that it is a non-perturbative property and we find out a large/small coupling constant duality.
Inspired by the proof of KAM theorem, we are able to deal with this problem by introducing a cut-off in energies that eliminates these small denominators.
arXiv Detail & Related papers (2020-04-14T21:41:15Z)
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.