Ptychographic reconstruction of pure quantum states
- URL: http://arxiv.org/abs/2010.15349v1
- Date: Thu, 29 Oct 2020 04:12:46 GMT
- Title: Ptychographic reconstruction of pure quantum states
- Authors: M. F. Fernandes, M. A. Sol\'is-Prosser, L. Neves
- Abstract summary: We provide a proof of concept demonstration of this method by determining pure states given by superpositions of $d$ transverse spatial modes of an optical field.
For $d$ up to 32, we successfully reconstructed hundreds of random states using $n=5$ and $n=d$ rank-$lceil d/2rceil$ projectors.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The quantum analogue of ptychography, a powerful coherent diffractive imaging
technique, is a simple method for reconstructing $d$-dimensional pure states.
It relies on measuring partially overlapping parts of the input state in a
single orthonormal basis and feeding the outcomes to an iterative
phase-retrieval algorithm for postprocessing. We provide a proof of concept
demonstration of this method by determining pure states given by superpositions
of $d$ transverse spatial modes of an optical field. A set of $n$ rank-$r$
projectors, diagonal in the spatial mode basis, is used to generate $n$
partially overlapping parts of the input and each part is projectively measured
in the Fourier transformed basis. For $d$ up to 32, we successfully
reconstructed hundreds of random states using $n=5$ and $n=d$ rank-$\lceil
d/2\rceil$ projectors. The extension of quantum ptychography for other types of
photonic spatial modes is outlined.
Related papers
- Ptychographic estimation of qudit states encoded in the angular position and orbital angular momentum of single photons [0.0]
Ptychography is a computational imaging technique mainly used in optical and electron microscopy.
We describe how to implement ptychography for $D$-dimensional qudit states encoded in the angular position and orbital angular momentum of single photons.
We show that the intermediate projections will be carried out by simple binary spatial filters in the angular paths, while the measurement in the Fourier basis will be performed by postselecting $D$ OAM modes.
arXiv Detail & Related papers (2025-04-18T20:47:32Z) - Simulating imperfect quantum optical circuits using unsymmetrized bases [0.0]
We show that it is possible to use a much smaller unsymmetrized basis with size $MN$ without discarding any information.
We demonstrate the technique by providing the first-ever simulations of the generation of imperfect qubits encoded using quantum parity codes.
arXiv Detail & Related papers (2024-12-17T21:03:26Z) - SphereUFormer: A U-Shaped Transformer for Spherical 360 Perception [61.7243424157871]
We introduce a transformer-based architecture that, by incorporating a novel Spherical Local Self-Attention'' and other spherically-oriented modules, successfully operates in the spherical domain and outperforms the state-of-the-art in 360$degree$ perception benchmarks for depth estimation and semantic segmentation.
arXiv Detail & Related papers (2024-12-09T20:23:10Z) - Simplified projection on total spin zero for state preparation on quantum computers [0.5461938536945723]
We introduce a simple algorithm for projecting on $J=0$ states of a many-body system.
Our approach performs the necessary projections using the one-body operators $J_x$ and $J_z$.
Given the reduced complexity in terms of gates, this approach can be used to prepare approximate ground states of even-even nuclei.
arXiv Detail & Related papers (2024-10-03T17:44:24Z) - Geometry of degenerate quantum states, configurations of $m$-planes and invariants on complex Grassmannians [55.2480439325792]
We show how to reduce the geometry of degenerate states to the non-abelian connection $A$.
We find independent invariants associated with each triple of subspaces.
Some of them generalize the Berry-Pancharatnam phase, and some do not have analogues for 1-dimensional subspaces.
arXiv Detail & Related papers (2024-04-04T06:39:28Z) - Exploring Invariance in Images through One-way Wave Equations [96.90549064390608]
In this paper, we empirically reveal an invariance over images-images share a set of one-way wave equations with latent speeds.
We demonstrate it using an intuitive encoder-decoder framework where each image is encoded into its corresponding initial condition.
arXiv Detail & Related papers (2023-10-19T17:59:37Z) - Simulation of quantum optics by coherent state decomposition [0.0]
We introduce a framework for simulating quantum optics by decomposing the system into a finite rank (number of terms) superposition of coherent states.
We demonstrate that linear optical simulations with the $n$ photons initially in the same mode scales efficiently, as $O(m2 n)$.
arXiv Detail & Related papers (2023-05-26T17:14:27Z) - On sampling determinantal and Pfaffian point processes on a quantum
computer [49.1574468325115]
DPPs were introduced by Macchi as a model in quantum optics the 1970s.
Most applications require sampling from a DPP, and given their quantum origin, it is natural to wonder whether sampling a DPP on a classical computer is easier than on a classical one.
Vanilla sampling consists in two steps, of respective costs $mathcalO(N3)$ and $mathcalO(Nr2)$ operations on a classical computer, where $r$ is the rank of the kernel matrix.
arXiv Detail & Related papers (2023-05-25T08:43:11Z) - $PC^2$: Projection-Conditioned Point Cloud Diffusion for Single-Image 3D
Reconstruction [97.06927852165464]
Reconstructing the 3D shape of an object from a single RGB image is a long-standing and highly challenging problem in computer vision.
We propose a novel method for single-image 3D reconstruction which generates a sparse point cloud via a conditional denoising diffusion process.
arXiv Detail & Related papers (2023-02-21T13:37:07Z) - Quantum state tomography with tensor train cross approximation [84.59270977313619]
We show that full quantum state tomography can be performed for such a state with a minimal number of measurement settings.
Our method requires exponentially fewer state copies than the best known tomography method for unstructured states and local measurements.
arXiv Detail & Related papers (2022-07-13T17:56:28Z) - Quantum Resources Required to Block-Encode a Matrix of Classical Data [56.508135743727934]
We provide circuit-level implementations and resource estimates for several methods of block-encoding a dense $Ntimes N$ matrix of classical data to precision $epsilon$.
We examine resource tradeoffs between the different approaches and explore implementations of two separate models of quantum random access memory (QRAM)
Our results go beyond simple query complexity and provide a clear picture into the resource costs when large amounts of classical data are assumed to be accessible to quantum algorithms.
arXiv Detail & Related papers (2022-06-07T18:00:01Z) - K-sparse Pure State Tomography with Phase Estimation [1.2183405753834557]
Quantum state tomography (QST) for reconstructing pure states requires exponentially increasing resources and measurements with the number of qubits.
QST reconstruction for any pure state composed of the superposition of $K$ different computational basis states of $n$bits in a specific measurement set-up is presented.
arXiv Detail & Related papers (2021-11-08T09:43:12Z) - Accelerated FBP for computed tomography image reconstruction [1.0266928164137636]
Filtered back projection (FBP) is a commonly used technique in tomographic image reconstruction demonstrating acceptable quality.
We propose a novel approach that reduces the computational complexity of the algorithm to $Theta(N2log N)$ addition operations avoiding Fourier space.
arXiv Detail & Related papers (2020-07-13T10:16:54Z) - Determination of spatial quantum states by using Point Diffraction
Interferometry [0.0]
We present a method to reconstruct pure spatial qudits of arbitrary dimension $d$ based on a point diffraction interferometer.
In the proposed scheme, the quantum states are codified in the discretized transverse position of a photon field, once they are sent through an aperture with $d$ slits.
To characterize these photonic quantum states, the complete phase wavefront is reconstructed through a phase-shifting technique.
arXiv Detail & Related papers (2020-05-20T11:10:59Z)
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.