Relativistic VQE calculations of molecular electric dipole moments on trapped ion quantum hardware
- URL: http://arxiv.org/abs/2406.04992v3
- Date: Thu, 02 Jan 2025 15:12:36 GMT
- Title: Relativistic VQE calculations of molecular electric dipole moments on trapped ion quantum hardware
- Authors: Palak Chawla, Shweta, K. R. Swain, Tushti Patel, Renu Bala, Disha Shetty, Kenji Sugisaki, Sudhindu Bikash Mandal, Jordi Riu, Jan Nogue, V. S. Prasannaa, B. P. Das,
- Abstract summary: This work presents high-precision 18-qubit relativistic VQE simulations for calculating the permanent electric dipole moments (PDMs) of BeH to RaH molecules on traditional computers.<n>We apply various resource reduction methods, including Reinforcement Learning and causal flow preserving ZX-Calculus routines, along with error mitigation and post-selection techniques.<n>Our approach reduces the two-qubit gate count in our 12-qubit circuit by 99.71%, with only a 2.35% trade-off in precision for PDM when evaluated classically.
- Score: 0.4074484551332309
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The quantum-classical hybrid variational quantum eigensolver (VQE) algorithm is among the most actively studied topics in atomic and molecular calculations on quantum computers, yet few studies address properties other than energies or account for relativistic effects. This work presents high-precision 18-qubit relativistic VQE simulations for calculating the permanent electric dipole moments (PDMs) of BeH to RaH molecules on traditional computers, and 6- and 12-qubit PDM computations for SrH on IonQ quantum devices. To achieve high precision on current noisy intermediate scale era quantum hardware, we apply various resource reduction methods, including Reinforcement Learning and causal flow preserving ZX-Calculus routines, along with error mitigation and post-selection techniques. Our approach reduces the two-qubit gate count in our 12-qubit circuit by 99.71%, with only a 2.35% trade-off in precision for PDM when evaluated classically within a suitably chosen active space. On the current generation IonQ Forte-I hardware, the error in PDM is -1.17% relative to classical calculations and only 1.21% compared to the unoptimized circuit.
Related papers
- VQE calculations on a NISQ era trapped ion quantum computer using a multireference unitary coupled cluster ansatz: application to the BeH$_2$ insertion problem [0.0]
We report the ground state energy of the BeH$ Forte$ molecule in a geometry where strong correlation effects are significant.
In order to carry out our intended 12-qubit computation on a noisy intermediate scale quantum era trapped ion hardware, we perform a series of resource reduction techniques.
arXiv Detail & Related papers (2025-04-09T16:52:37Z) - Non-unitary Coupled Cluster Enabled by Mid-circuit Measurements on Quantum Computers [37.69303106863453]
We propose a state preparation method based on coupled cluster (CC) theory, which is a pillar of quantum chemistry on classical computers.
Our approach leads to a reduction of the classical computation overhead, and the number of CNOT and T gates by 28% and 57% on average.
arXiv Detail & Related papers (2024-06-17T14:10:10Z) - Compressed-sensing Lindbladian quantum tomography with trapped ions [44.99833362998488]
Characterizing the dynamics of quantum systems is a central task for the development of quantum information processors.
We propose two different improvements of Lindbladian quantum tomography (LQT) that alleviate previous shortcomings.
arXiv Detail & Related papers (2024-03-12T09:58:37Z) - Precision ground-state energy calculation for the water molecule on a
superconducting quantum processor [0.0]
The accurate computation of properties of large molecular systems is classically infeasible and is one of the applications in which it is hoped that quantum computers will demonstrate an advantage over classical devices.
Here, we apply the Quantum Computed Moments (QCM) approach combined with a variety of noise-mitigation techniques to an 8 qubit/spin-orbital representation of the water molecule (H$O).
A noise-stable improvement on the variational result for a 4-excitation trial-state (circuit depth 25, 22 CNOTs) was obtained, with the ground-state energy computed to be within $1.4pm1.2$ m
arXiv Detail & Related papers (2023-11-05T01:05:58Z) - A qubit-ADAPT Implementation for H$_2$ Molecules using an Explicitly
Correlated Basis [28.279056210896716]
In the era of non-fault tolerant quantum devices, ADAPT algorithms are considered to be a promising approach for assisting classical machines with finding solution on computationally hard problems.
In this work, the ADAPT algorithm has been combined with a first-quantized formulation for the hydrogen molecule in Born-Oppenheimer approximation.
arXiv Detail & Related papers (2023-08-14T16:44:29Z) - Orbital-optimized pair-correlated electron simulations on trapped-ion
quantum computers [0.471876092032107]
Variational quantum eigensolvers (VQE) are among the most promising approaches for solving electronic structure problems on quantum computers.
A critical challenge for VQE in practice is that one needs to strike a balance between the expressivity of the VQE ansatz versus the number of quantum gates required to implement the ansatz.
We run end-to-end VQE algorithms with up to 12 qubits and 72 variational parameters - the largest full VQE simulation with a correlated wave function on quantum hardware.
arXiv Detail & Related papers (2022-12-05T18:40:54Z) - Iterative Qubit Coupled Cluster using only Clifford circuits [36.136619420474766]
An ideal state preparation protocol can be characterized by being easily generated classically.
We propose a method that meets these requirements by introducing a variant of the iterative qubit coupled cluster (iQCC)
We demonstrate the algorithm's correctness in ground-state simulations and extend our study to complex systems like the titanium-based compound Ti(C5H5)(CH3)3 with a (20, 20) active space.
arXiv Detail & Related papers (2022-11-18T20:31:10Z) - Molecular electric dipole moments: from light to heavy molecules using a
relativistic VQE algorithm [0.0]
We extend the VQE algorithm to the relativistic regime and carry out quantum simulations to obtain ground state energies.
We study the correlation trends in these systems as well as assess the precision in our results within our active space of 12 qubits.
arXiv Detail & Related papers (2022-11-13T13:57:52Z) - The Cost of Improving the Precision of the Variational Quantum
Eigensolver for Quantum Chemistry [0.0]
We study how various types of errors affect the variational quantum eigensolver (VQE)
We find that the optimal way of running the hybrid classical-quantum optimization is to allow some noise in intermediate energy evaluations.
arXiv Detail & Related papers (2021-11-09T06:24:52Z) - Computing molecular excited states on a D-Wave quantum annealer [52.5289706853773]
We demonstrate the use of a D-Wave quantum annealer for the calculation of excited electronic states of molecular systems.
These simulations play an important role in a number of areas, such as photovoltaics, semiconductor technology and nanoscience.
arXiv Detail & Related papers (2021-07-01T01:02:17Z) - 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)
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.