98 research outputs found
Correlated terahertz acoustic and electromagnetic emission in dynamically screened InGaN/GaN quantum wells
We investigate acoustic and electromagnetic emission from optically excited strained piezoelectric In0.2Ga0.8N/GaN multiple quantum wells (MQWs), using optical pump-probe spectroscopy, time-resolved Brillouin scattering, and THz emission spectroscopy. A direct comparison of detected acoustic signals and THz electromagnetic radiation signals demonstrates that transient strain generation in InGaN/GaN MQWs is correlated with electromagnetic THz generation, and both types of emission find their origin in ultrafast dynamical screening of the built-in piezoelectric field in the MQWs. The measured spectral intensity of the detected Brillouin signal corresponds to a maximum strain amplitude of generated acoustic pulses of 2%. This value coincides with the static lattice-mismatch-induced strain in In0.2Ga0.8N/GaN, demonstrating the total release of static strain in MQWs via impulsive THz acoustic emission. This confirms the ultrafast dynamical screening mechanism in MQWs as a highly efficient method for impulsive strain generatio
Cleaved-facet violet laser diodes with lattice-matched Al0.82In0.18N/GaN multilayers as n-cladding
Electrically injected, edge-emitting cleaved-facet violet laser diodes were realized using a 480 nm thick lattice matched Si doped Al0.82In0.18N/GaN multilayer as the cladding on the n-side of the waveguide. Far-field measurements verify strong mode confinement to the waveguide. An extra voltage is measured and investigated using separate mesa structures with a single AlInN insertion. This showed that the electron current has a small thermally activated shunt resistance with a barrier of 0.135 eV and a current which scales according to V-n, where n similar to 3 at current densities appropriate to laser operation. (C) 2011 American Institute of Physics. (doi:10.1063/1.3589974
Accrediting outputs of noisy intermediate-scale quantum computing devices
We present an accreditation protocol for the outputs of noisy
intermediate-scale quantum devices. By testing entire circuits rather than
individual gates, our accreditation protocol can provide an upper-bound on the
variation distance between noisy and noiseless probability distribution of the
outputs of the target circuit of interest. Our accreditation protocol requires
implementation of quantum circuits no larger than the target circuit, therefore
it is practical in the near term and scalable in the long term. Inspired by
trap-based protocols for the verification of quantum computations, our
accreditation protocol assumes that noise in single-qubit gates is bounded (but
potentially gate-dependent) in diamond norm. We allow for arbitrary spatial and
temporal correlations in the noise affecting state preparation, measurements
and two-qubit gates. We describe how to implement our protocol on real-world
devices, and we also present a novel cryptographic protocol (which we call
`mesothetic' protocol) inspired by our accreditation protocol.Comment: Accepted versio
Logical quantum processor based on reconfigurable atom arrays
Suppressing errors is the central challenge for useful quantum computing,
requiring quantum error correction for large-scale processing. However, the
overhead in the realization of error-corrected ``logical'' qubits, where
information is encoded across many physical qubits for redundancy, poses
significant challenges to large-scale logical quantum computing. Here we report
the realization of a programmable quantum processor based on encoded logical
qubits operating with up to 280 physical qubits. Utilizing logical-level
control and a zoned architecture in reconfigurable neutral atom arrays, our
system combines high two-qubit gate fidelities, arbitrary connectivity, as well
as fully programmable single-qubit rotations and mid-circuit readout. Operating
this logical processor with various types of encodings, we demonstrate
improvement of a two-qubit logic gate by scaling surface code distance from d=3
to d=7, preparation of color code qubits with break-even fidelities,
fault-tolerant creation of logical GHZ states and feedforward entanglement
teleportation, as well as operation of 40 color code qubits. Finally, using
three-dimensional [[8,3,2]] code blocks, we realize computationally complex
sampling circuits with up to 48 logical qubits entangled with hypercube
connectivity with 228 logical two-qubit gates and 48 logical CCZ gates. We find
that this logical encoding substantially improves algorithmic performance with
error detection, outperforming physical qubit fidelities at both cross-entropy
benchmarking and quantum simulations of fast scrambling. These results herald
the advent of early error-corrected quantum computation and chart a path toward
large-scale logical processors.Comment: See ancillary files: five supplementary movies and captions. Main
text + Method
The Born supremacy: quantum advantage and training of an Ising Born machine
The search for an application of near-term quantum devices is widespread.
Quantum Machine Learning is touted as a potential utilisation of such devices,
particularly those which are out of the reach of the simulation capabilities of
classical computers. In this work, we propose a generative Quantum Machine
Learning Model, called the Ising Born Machine (IBM), which we show cannot, in
the worst case, and up to suitable notions of error, be simulated efficiently
by a classical device. We also show this holds for all the circuit families
encountered during training. In particular, we explore quantum circuit learning
using non-universal circuits derived from Ising Model Hamiltonians, which are
implementable on near term quantum devices.
We propose two novel training methods for the IBM by utilising the Stein
Discrepancy and the Sinkhorn Divergence cost functions. We show numerically,
both using a simulator within Rigetti's Forest platform and on the Aspen-1 16Q
chip, that the cost functions we suggest outperform the more commonly used
Maximum Mean Discrepancy (MMD) for differentiable training. We also propose an
improvement to the MMD by proposing a novel utilisation of quantum kernels
which we demonstrate provides improvements over its classical counterpart. We
discuss the potential of these methods to learn `hard' quantum distributions, a
feat which would demonstrate the advantage of quantum over classical computers,
and provide the first formal definitions for what we call `Quantum Learning
Supremacy'. Finally, we propose a novel view on the area of quantum circuit
compilation by using the IBM to `mimic' target quantum circuits using classical
output data only.Comment: v3 : Close to journal published version - significant text structure
change, split into main text & appendices. See v2 for unsplit version; v2 :
Typos corrected, figures altered slightly; v1 : 68 pages, 39 Figures.
Comments welcome. Implementation at
https://github.com/BrianCoyle/IsingBornMachin
Verification of Quantum Computation: An Overview of Existing Approaches
International audienc
Two-color picosecond and continuous-wave experiments on anti-Stokes and Stokes carrier-transfer phenomena in GaAslAl(x)Ga(1-x)As and InGaP2/AlxGa1-xAs heterostructures
We present direct evidence of the two-step absorption process in anti-Stokes photoluminescence in both GaAs/AlxGa1-xAs and InGaP2/AlxGa1-xAs heterostructures using two-color picosecond and continuous-wave photoluminescence experiments. We show information about the lifetime of the defect states that participate in the two-step absorption process. As a result, we conclude that the long-lived states rather than excitons play the dominant role in the two-step absorption process. We also study the possible contribution of the two-step absorption process to Stokes carrier transfer in GaAs/AlxGa1-xAs asymmetric double quantum well structuresclos
Methods for classically simulating noisy networked quantum architectures
As research on building scalable quantum computers advances, it is important
to be able to certify their correctness. Due to the exponential hardness of
classically simulating quantum computation, straight-forward verification
through classical simulation fails. However, we can classically simulate small
scale quantum computations and hence we are able to test that devices behave as
expected in this domain. This constitutes the first step towards obtaining
confidence in the anticipated quantum-advantage when we extend to scales which
can no longer be simulated.
Realistic devices have restrictions due to their architecture and limitations
due to physical imperfections and noise. Here we extend the usual ideal
simulations by considering those effects. We provide a general methodology for
constructing realistic simulations emulating the physical system which will
both provide a benchmark for realistic devices, and guide experimental research
in the quest for quantum-advantage.
We exemplify our methodology by simulating a networked architecture and
corresponding noise-model; in particular that of the device developed in the
Networked Quantum Information Technologies Hub (NQIT). For our simulations we
use, with suitable modification, the classical simulator of of Bravyi and
Gosset. The specific problems considered belong to the class of Instantaneous
Quantum Polynomial-time (IQP) problems, a class believed to be hard for
classical computing devices, and to be a promising candidate for the first
demonstration of quantum-advantage. We first consider a subclass of IQP,
defined by Bermejo-Vega et al, involving two-dimensional dynamical quantum
simulators, before moving to more general instances of IQP, but which are still
restricted to the architecture of NQIT.Comment: 55 pages, 16 figure
Rekombination und Korrelation intrinsischer elektronischer Anregungen in Halbleitern
SIGLEAvailable from TIB Hannover: F93B203 / FIZ - Fachinformationszzentrum Karlsruhe / TIB - Technische InformationsbibliothekDEGerman
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