Iterative Projection-Based Embedding Scheme Combined with Variational Quantum Eigensolver
- URL: http://arxiv.org/abs/2608.19715v1
- Date: Thu, 20 Aug 2026 07:14:24 GMT
- Title: Iterative Projection-Based Embedding Scheme Combined with Variational Quantum Eigensolver
- Abstract summary: We present an iterative projection-based embedding framework combined with VQE.<n>The proposed scheme alternates between the VQE-level treatment of the subsystem and a mean-field-level refinement of the environment.<n>We expect that its formulation will be particularly compatible with the emerging paradigm of quantum-classical hybrid computing.
- Score: 6.260686359768069
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Quantum embedding methods offer a promising route to extend quantum chemical calculations to large multiscale systems by treating a chemically important subsystem at a high level of theory while describing its surrounding environment at an affordable level. The methods are also quite relevant for quantum computing approaches based on hardware with limited resources. Here, we present an iterative projection-based embedding framework combined with VQE, in which the environment density is allowed to respond self-consistently to the refined electronic structure of the embedded subsystem described by VQE. Unlike conventional one-shot approaches where the environment remains frozen after the initial orbital optimization, the proposed iterative scheme alternates between the VQE-level treatment of the subsystem and a mean-field-level refinement of the environment until mutual self-consistency is achieved. The convergence behavior of the scheme is first examined using several small test systems. Its practical applicability is then demonstrated with a composite system with a CH2NH molecule sandwiched by two benzene rings, with the C=N dihedral angle rotating from 0 to 90 deg. The iterative procedure consistently converges within ~10 iteration steps across all tested geometries, yielding energies below the conventional one-shot embedding results. The converged results well reproduce the fully correlated reference energy employing the same active space, and the resulting potential energy surface with respect to the dihedral rotation is also in good agreement with the reference one. These results demonstrate that our iterative embedding framework is numerically robust and physically sound, yielding a self-consistent and reliable treatment of inter-subsystem correlation. We expect that its formulation will be particularly compatible with the emerging paradigm of quantum-classical hybrid computing.
Related papers
- An Iterative Dual-Channel Neural Quantum State Algorithm for Selected Configuration Interaction [3.013377814843082]
We introduce the Handover Iterative Neural Quantum State (HI-NQS) algorithm, which embeds a classically trained autoregressive Transformer neural quantum state within the iterative sample--diagonalize--update framework of Sample-Based Quantum Diagonalization.<n>HI-NQS achieves chemical accuracy on all systems tested, with determinant-count scaling substantially more favorable than conventional CIPSI-based SCI for all but the smallest active spaces.
arXiv Detail & Related papers (2026-06-25T08:47:04Z) - A Quantum Multi-Programming Framework to Maximize Quantum Resources for the LUCJ Ansatz [0.0]
We propose an approach to tackle quantum chemistry problems via quantum multi-programming of the Local Unitary Cluster Jastrow (LUCJ) anstze.<n>The ground-state energy of the molecular system is obtained via Sample-based quantum diagonalization (SQD)<n>Cross-talk is a known issue in the multi-programming frameworks and can corrupt the ground-energy estimation of the simulated systems.
arXiv Detail & Related papers (2026-05-12T18:04:28Z) - Programming long-range interactions in analog quantum simulators [39.364243535886985]
Long-range interactions are the source of many equilibrium and out-of-equilibrium quantum many-body phenomena.<n>We develop a hybrid classical-quantum toolbox that exploits this tunability to enhance many-body state preparation in analog simulators.<n>Our results establish programmable long-range interactions as a powerful resource for next-generation analog quantum simulators.
arXiv Detail & Related papers (2026-04-24T12:06:38Z) - Extending the Handover-Iterative VQE to Challenging Strongly Correlated Systems: $N_2$ and Fe-S Cluster [2.467148411642925]
We introduce the Handover-Iterative Variational Quantum Eigensolver (HI-VQE) as a practical quantum computing algorithm with an iterative "handover" mechanism.<n>We benchmark two strongly correlated systems, the nitrogen molecule $N$ and iron-sulfur (Fe-S) cluster, which serve as stringent tests for both classical and quantum electronic-structure methods.
arXiv Detail & Related papers (2026-01-11T14:51:51Z) - Spin-state energetics of heme-related models with the variational quantum eigensolver [0.0]
We present numerical calculations of the energetic separation between different spin states (single, triplet and quintet) for a simplified model of a deoxy-myoglobin using the variational quantum eigensolver (VQE) algorithm.<n>Our numerical simulations show that in the ideal case, the VQE algorithm is capable of reproducing spin-state energetics of strongly correlated systems.
arXiv Detail & Related papers (2025-04-11T12:48:09Z) - Efficiency of Dynamical Decoupling for (Almost) Any Spin-Boson Model [44.99833362998488]
We analytically study the dynamical decoupling of a two-level system coupled with a structured bosonic environment.<n>We find sufficient conditions under which dynamical decoupling works for such systems.<n>Our bounds reproduce the correct scaling in various relevant system parameters.
arXiv Detail & Related papers (2024-09-24T04:58:28Z) - Integrating Subsystem Embedding Subalgebras and Coupled Cluster Green's
Function: A Theoretical Foundation for Quantum Embedding in Excitation
Manifold [5.735524739317933]
We introduce a novel approach to coupled-cluster Green's function (CCGF) embedding by seamlessly integrating CCGF theory and SES-CC formalism.
Our work paves the way for the quantum mechanical description of multiple embedded domains.
This expansion holds significant promise for the exploration and application of non-equilibrium quantum systems.
arXiv Detail & Related papers (2023-10-26T05:52:36Z) - A self-consistent field approach for the variational quantum
eigensolver: orbital optimization goes adaptive [52.77024349608834]
We present a self consistent field approach (SCF) within the Adaptive Derivative-Assembled Problem-Assembled Ansatz Variational Eigensolver (ADAPTVQE)
This framework is used for efficient quantum simulations of chemical systems on nearterm quantum computers.
arXiv Detail & Related papers (2022-12-21T23:15:17Z) - From geometry to coherent dissipative dynamics in quantum mechanics [68.8204255655161]
We work out the case of finite-level systems, for which it is shown by means of the corresponding contact master equation.
We describe quantum decays in a 2-level system as coherent and continuous processes.
arXiv Detail & Related papers (2021-07-29T18:27:38Z) - Enhancement of quantum correlations and geometric phase for a driven
bipartite quantum system in a structured environment [77.34726150561087]
We study the role of driving in an initial maximally entangled state evolving under a structured environment.
This knowledge can aid the search for physical setups that best retain quantum properties under dissipative dynamics.
arXiv Detail & Related papers (2021-03-18T21:11:37Z) - QuTiP-BoFiN: A bosonic and fermionic numerical
hierarchical-equations-of-motion library with applications in
light-harvesting, quantum control, and single-molecule electronics [51.15339237964982]
"hierarchical equations of motion" (HEOM) is a powerful exact numerical approach to solve the dynamics.
It has been extended and applied to problems in solid-state physics, optics, single-molecule electronics, and biological physics.
We present a numerical library in Python, integrated with the powerful QuTiP platform, which implements the HEOM for both bosonic and fermionic environments.
arXiv Detail & Related papers (2020-10-21T07:54:56Z)
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.