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Coupled Cluster Downfolding Theory: towards universal many-body algorithms for dimensionality reduction of composite quantum systems in chemistry and materials science

Nicholas P. Bauman, Karol Kowalski

2022Materials Theory30 citationsDOIOpen Access PDF

Abstract

Abstract The recently introduced coupled cluster (CC) downfolding techniques for reducing the dimensionality of quantum many-body problems recast the CC formalism in the form of the renormalization procedure allowing, for the construction of effective (or downfolded) Hamiltonians in small-dimensionality sub-space, usually identified with the so-called active space, of the entire Hilbert space. The resulting downfolded Hamiltonians integrate out the external (out-of-active-space) Fermionic degrees of freedom from the internal (in-the-active-space) parameters of the wave function, which can be determined as components of the eigenvectors of the downfolded Hamiltonians in the active space. This paper will discuss the extension of non-Hermitian (associated with standard CC formulations) and Hermitian (associated with the unitary CC approaches) downfolding formulations to composite quantum systems commonly encountered in materials science and chemistry. The non-Hermitian formulation can provide a platform for developing local CC approaches, while the Hermitian one can serve as an ideal foundation for developing various quantum computing applications based on the limited quantum resources. We also discuss the algorithm for extracting the semi-analytical form of the inter-electron interactions in the active spaces.

Topics & Concepts

Hermitian matrixHilbert spaceCurse of dimensionalityCoupled clusterEigenvalues and eigenvectorsQuantumDimensionality reductionWave functionComputer scienceQuantum mechanicsMathematicsPhysicsTheoretical physicsArtificial intelligenceMachine learningMoleculeAdvanced Chemical Physics StudiesSpectroscopy and Quantum Chemical StudiesQuantum and electron transport phenomena