High-precision real-space simulation of electrostatically-confined
few-electron states
- URL: http://arxiv.org/abs/2203.00082v1
- Date: Mon, 28 Feb 2022 20:31:29 GMT
- Title: High-precision real-space simulation of electrostatically-confined
few-electron states
- Authors: Christopher R. Anderson, Mark F. Gyure, Sam Quinn, Andrew Pan, Richard
S. Ross, Andrey A. Kiselev
- Abstract summary: We introduce a benchmark problem based on a realistic analytical electrostatic potential for quantum dot devices.
We show that our approach leads to highly precise computed energies and energy differences over a wide range of model parameters.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: In this paper we present a computational procedure that utilizes real-space
grids to obtain high precision approximations of electrostatically confined
few-electron states such as those that arise in gated semiconductor quantum
dots. We use the Full Configuration Interaction (FCI) method with a
continuously adapted orthonormal orbital basis to approximate the ground and
excited states of such systems. We also introduce a benchmark problem based on
a realistic analytical electrostatic potential for quantum dot devices. We show
that our approach leads to highly precise computed energies and energy
differences over a wide range of model parameters. The analytic definition of
the benchmark allows for a collection of tests that are easily replicated, thus
facilitating comparisons with other computational approaches.
Related papers
- A differentiable quantum phase estimation algorithm [0.0]
We develop a strategy to integrate the quantum phase estimation algorithm within a fully differentiable framework.
This is accomplished by devising a smooth estimator able to tackle arbitrary initial states.
This work paves the way for new quantum algorithms that combine interference methods and quantum differentiable programming.
arXiv Detail & Related papers (2024-06-20T08:55:01Z) - The Weakly Bound States in Gaussian Wells: From the Binding Energy of
Deuteron to the Electronic Structure of Quantum Dots [0.0]
This study focuses on examining the lowest states within Gaussian wells, with particular emphasis on the weakly bound regime.
The analysis delves into the behavior of the exact wave function at both small and large distances, motivating the development of a few-parametric Ansatz.
In concluding our investigation, we evaluate the performance of our Ansatz as an orbital in the exploration of the electronic structure of a two-electron quantum dot.
arXiv Detail & Related papers (2023-11-05T20:48:12Z) - Computing excited states of molecules using normalizing flows [0.0]
We present a new nonlinear variational framework for simultaneously computing ground and excited states of quantum systems.
Our approach is based on approxingimating wavefunctions in the linear span of basis functions that are augmented and optimized emphvia composition with normalizing flows.
arXiv Detail & Related papers (2023-08-31T05:22:51Z) - Assessment of the variational quantum eigensolver: application to the
Heisenberg model [0.0]
We present and analyze large-scale simulation results of a hybrid quantum-classical variational method to calculate the ground state energy of the anti-ferromagnetic Heisenberg model.
We predict that a fully functional quantum computer with 100 qubits can calculate the ground state energy with a relatively small error.
arXiv Detail & Related papers (2022-01-13T16:49:04Z) - Numerical Simulations of Noisy Quantum Circuits for Computational
Chemistry [51.827942608832025]
Near-term quantum computers can calculate the ground-state properties of small molecules.
We show how the structure of the computational ansatz as well as the errors induced by device noise affect the calculation.
arXiv Detail & Related papers (2021-12-31T16:33:10Z) - Determining ground-state phase diagrams on quantum computers via a
generalized application of adiabatic state preparation [61.49303789929307]
We use a local adiabatic ramp for state preparation to allow us to directly compute ground-state phase diagrams on a quantum computer via time evolution.
We are able to calculate an accurate phase diagram on both two and three site systems using IBM quantum machines.
arXiv Detail & Related papers (2021-12-08T23:59:33Z) - Bosonic field digitization for quantum computers [62.997667081978825]
We address the representation of lattice bosonic fields in a discretized field amplitude basis.
We develop methods to predict error scaling and present efficient qubit implementation strategies.
arXiv Detail & Related papers (2021-08-24T15:30:04Z) - Quantum-Classical Hybrid Algorithm for the Simulation of All-Electron
Correlation [58.720142291102135]
We present a novel hybrid-classical algorithm that computes a molecule's all-electron energy and properties on the classical computer.
We demonstrate the ability of the quantum-classical hybrid algorithms to achieve chemically relevant results and accuracy on currently available quantum computers.
arXiv Detail & Related papers (2021-06-22T18:00:00Z) - Benchmarking adaptive variational quantum eigensolvers [63.277656713454284]
We benchmark the accuracy of VQE and ADAPT-VQE to calculate the electronic ground states and potential energy curves.
We find both methods provide good estimates of the energy and ground state.
gradient-based optimization is more economical and delivers superior performance than analogous simulations carried out with gradient-frees.
arXiv Detail & Related papers (2020-11-02T19:52:04Z) - Efficient construction of tensor-network representations of many-body
Gaussian states [59.94347858883343]
We present a procedure to construct tensor-network representations of many-body Gaussian states efficiently and with a controllable error.
These states include the ground and thermal states of bosonic and fermionic quadratic Hamiltonians, which are essential in the study of quantum many-body systems.
arXiv Detail & Related papers (2020-08-12T11:30:23Z)
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.