356 research outputs found
Growth reduction of similarity transformed electronic Hamiltonians in qubit space
Accurately solving the electronic structure problem through the variational
quantum eigensolver (VQE) is hindered by the available quantum resources of
current and near-term devices. One approach to relieving the circuit depth
requirements for VQE is to "pre-process" the electronic Hamiltonian by a
similarity transformation incorporating some degree of electronic correlation,
with the remaining correlation left to be addressed by the circuit ansatz. This
often comes at the price of a substantial increase in the number of terms to
measure in the unitarily transformed Hamiltonian. In this work, we propose an
efficient approach to sampling elements from the unrestricted pool of N-qubit
Pauli products which minimize the onset of new terms in the transformed
Hamiltonian, while facilitating substantial energy lowering. We find that
utilizing an operator selection criteria which takes into account both energy
gradients and expected growth can substantially reduce the number of Pauli
products in effective Hamiltonians used for a subsequent VQE optimization
Estimating Trotter Approximation Errors to Optimize Hamiltonian Partitioning for Lower Eigenvalue Errors
One of the ways to encode many-body Hamiltonians on a quantum computer to
obtain their eigen-energies through Quantum Phase Estimation is by means of the
Trotter approximation. There were several ways proposed to assess the quality
of this approximation based on estimating the norm of the difference between
the exact and approximate evolution operators. Here, we would like to explore
how these different error estimates are correlated with each other and whether
they can be good predictors for the true Trotter approximation error in finding
eigenvalues. For a set of small molecular systems we calculated the exact
Trotter approximation errors of the first order Trotter formulas for the ground
state electronic energies. Comparison of these errors with previously used
upper bounds show almost no correlation over the systems and various
Hamiltonian partitionings. On the other hand, building the Trotter
approximation error estimation based on perturbation theory up to a second
order in the time-step for eigenvalues provides estimates with very good
correlations with the Trotter approximation errors. The developed perturbative
estimates can be used for practical time-step and Hamiltonian partitioning
selection protocols, which are paramount for an accurate assessment of
resources needed for the estimation of energy eigenvalues under a target
accuracy.Comment: 3 figure
Quantum Kinetic Rates within the Nonequilibrium Steady State
The nonequilibrium steady state (NESS) of a quantum network is central to a
host of physical and biological scenarios. Examples include natural processes
such as vision and photosynthesis, as well as technical devices such as
photocells, both activated by incoherent light (e.g. sunlight) and leading to
quantum transport. Here, a completely general approach to defining components
of a quantum network in the NESS, and obtaining rates of processes between
these components is provided. Quantum effects are explicitly included
throughout, both in (a) defining network components via projection operators,
and (b) in determining the role of coherences in rate processes. As examples,
the methodology is applied to model cases, two versions of the V-level system,
and to the spin-boson model, wherein the role of the environment and of
internal system properties in determining the rates is examined. In addition,
the role of Markovian vs. non-Markovian contributions is quantified, exposing
conditions under which NESS rates can be obtained by perturbing the
nonequilibrium steady state
Assessment of various Hamiltonian partitionings for the electronic structure problem on a quantum computer using the Trotter approximation
Solving the electronic structure problem via unitary evolution of the
electronic Hamiltonian is one of the promising applications of digital quantum
computers. One of the practical strategies to implement the unitary evolution
is via Trotterization, where a sequence of short-time evolutions of
fast-forwardable (i.e. efficiently diagonalizable) Hamiltonian fragments is
used. Given multiple choices of possible Hamiltonian decompositions to
fast-forwardable fragments, the accuracy of the Hamiltonian evolution depends
on the choice of the fragments. We assess efficiency of multiple Hamiltonian
partitioning techniques using fermionic and qubit algebras for the
Trotterization. Use of symmetries of the electronic Hamiltonian and its
fragments significantly reduces the Trotter error. This reduction makes
fermionic-based partitioning Trotter errors lower compared to those in
qubit-based techniques. However, from the simulation-cost standpoint, fermionic
methods tend to introduce quantum circuits with a greater number of T-gates at
each Trotter step and thus are more computationally expensive compared to their
qubit counterparts.Comment: 13 pages, 4 figure
Assessment of various Hamiltonian partitionings for the electronic structure problem on a quantum computer using the Trotter approximation
Solving the electronic structure problem via unitary evolution of the electronic Hamiltonian is one of the promising applications of digital quantum computers. One of the practical strategies to implement the unitary evolution is via Trotterization, where a sequence of short-time evolutions of fast-forwardable (i.e. efficiently diagonalizable) Hamiltonian fragments is used. Given multiple choices of possible Hamiltonian decompositions to fast-forwardable fragments, the accuracy of the Hamiltonian evolution depends on the choice of the fragments. We assess efficiency of multiple Hamiltonian partitioning techniques using fermionic and qubit algebras for the Trotterization. Use of symmetries of the electronic Hamiltonian and its fragments significantly reduces the Trotter error. This reduction makes fermionic-based partitioning Trotter errors lower compared to those in qubit-based techniques. However, from the simulation-cost standpoint, fermionic methods tend to introduce quantum circuits with a greater number of T-gates at each Trotter step and thus are more computationally expensive compared to their qubit counterparts
Proposal for SPS beam time for the baby MIND and TASD neutrino detector prototypes
The design, construction and testing of neutrino detector prototypes at CERN
are ongoing activities. This document reports on the design of solid state baby
MIND and TASD detector prototypes and outlines requirements for a test beam at
CERN to test these, tentatively planned on the H8 beamline in the North Area,
which is equipped with a large aperture magnet. The current proposal is
submitted to be considered in light of the recently approved projects related
to neutrino activities with the SPS in the North Area in the medium term
2015-2020
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