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This research advances the simulation of one-dimensional quantum many-body systems by integrating finite-element methods into matrix product state frameworks for continuum models. By mapping physical problems to auxiliary computational spaces, it enables efficient encoding of overlap operators and facilitates multigrid optimization strategies using generalized density matrix renormalization group algorithms. The work specifically targets inhomogeneous environments like the Lieb-Liniger gas, offering a refined approach to solving variational ground-state searches without relying on discrete lattices.
Finite-Element Matrix Product States for Continuum Models in One Dimension
arXiv:2606.14873v2 Announce Type: replace Abstract: We present a matrix product state framework for simulating one-dimensional quantum many-body systems in the continuum using non-orthogonal single-particle basis sets. By mapping the physical problem to an auxiliary computational space, we show that the resulting many-body overlap operator can be efficiently encoded as a matrix product operator for sufficiently localized orbitals, thereby generalizing a construction that first appeared in [arXiv:2405.10285]. This construction recasts the variational ground-state search into a generalized eigenvalue problem, which can be solved using a generalized density matrix renormalization group algorithm. As a primary application, we employ a first-order finite-element expansion to study the ground state properties of the Lieb-Liniger gas in the presence of inhomogeneities. This approach also provides a natural setting for exactly refining the lattice, thereby enabling multigrid optimization strategies for matrix product states.
Abstract:We present a matrix product state framework for simulating one-dimensional quantum many-body systems in the continuum using non-orthogonal single-particle basis sets. By mapping the physical problem to an auxiliary computational space, we show that the resulting many-body overlap operator can be efficiently encoded as a matrix product operator for sufficiently localized orbitals, thereby generalizing a construction that first appeared in [arXiv:2405.10285]. This construction recasts the variational ground-state search into a generalized eigenvalue problem, which can be solved using a generalized density matrix renormalization group algorithm. As a primary application, we employ a first-order finite-element expansion to study the ground state properties of the Lieb-Liniger gas in the presence of inhomogeneities. This approach also provides a natural setting for exactly refining the lattice, thereby enabling multigrid optimization strategies for matrix product states.
Quantum Physics (quant-ph); Quantum Gases (cond-mat.quant-gas)
arXiv:2606.14873 [quant-ph]
(or arXiv:2606.14873v2 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2606.14873 Focus to learn more arXiv-issued DOI via DataCite
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