Computational Inverse Method for Constructing Spaces of Quantum Models from Wave Functions

Eli Chertkov, Bryan K. Clark

Research output: Contribution to journalArticle

Abstract

Traditional computational methods for studying quantum many-body systems are "forward methods," which take quantum models, i.e., Hamiltonians, as input and produce ground states as output. However, such forward methods often limit one's perspective to a small fraction of the space of possible Hamiltonians. We introduce an alternative computational "inverse method," the eigenstate-to-Hamiltonian construction (EHC), that allows us to better understand the vast space of quantum models describing strongly correlated systems. EHC takes as input a wave function |ψT and produces as output Hamiltonians for which |ψT is an eigenstate. This is accomplished by computing the quantum covariance matrix, a quantum mechanical generalization of a classical covariance matrix. EHC is widely applicable to a number of models and, in this work, we consider seven different examples. Using the EHC method, we construct a parent Hamiltonian with a new type of antiferromagnetic ground state, a parent Hamiltonian with two different targeted degenerate ground states, and large classes of parent Hamiltonians with the same ground states as well-known quantum models, such as the Majumdar-Ghosh model, the XX chain, the Heisenberg chain, the Kitaev chain, and a 2D BdG model. EHC gives an alternative inverse approach for studying quantum many-body phenomena.

Original languageEnglish (US)
Article number031029
JournalPhysical Review X
Volume8
Issue number3
DOIs
StatePublished - Jul 27 2018

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eigenvectors
wave functions
ground state
output
quantum wells

ASJC Scopus subject areas

  • Physics and Astronomy(all)

Cite this

Computational Inverse Method for Constructing Spaces of Quantum Models from Wave Functions. / Chertkov, Eli; Clark, Bryan K.

In: Physical Review X, Vol. 8, No. 3, 031029, 27.07.2018.

Research output: Contribution to journalArticle

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