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  Low-rank matrix decompositions for ab initio nuclear structure

Tichai, A., Arthuis, P., Hebeler, K., Heinz, M., Hoppe, J., & Schwenk, A. (2021). Low-rank matrix decompositions for ab initio nuclear structure. Physics Letters B, 821: 136623. doi:10.1016/j.physletb.2021.136623.

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2105.03935.pdf (Preprint), 663KB
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 Creators:
Tichai, A.1, Author           
Arthuis, P., Author
Hebeler, K., Author
Heinz, M., Author
Hoppe, J., Author
Schwenk, A.1, Author           
Affiliations:
1Division Prof. Dr. Klaus Blaum, MPI for Nuclear Physics, Max Planck Society, ou_904548              

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Free keywords: Nuclear Theory, nucl-th, Condensed Matter, Strongly Correlated Electrons, cond-mat.str-el
 MPINP: Starke Wechselwirkung und exotische Kerne – Abteilung Blaum
 Abstract: The extension of ab initio quantum many-body theory to higher accuracy and
larger systems is intrinsically limited by the handling of large data objects
in form of wave-function expansions and/or many-body operators. In this work we
present matrix factorization techniques as a systematically improvable and
robust tool to significantly reduce the computational cost in many-body
applications at the price of introducing a moderate decomposition error. We
demonstrate the power of this approach for the nuclear two-body systems, for
many-body perturbation theory calculations of symmetric nuclear matter, and for
non-perturbative in-medium similarity renormalization group simulations of
finite nuclei. Establishing low-rank expansions of chiral nuclear interactions
offers possibilities to reformulate many-body methods in ways that take
advantage of tensor factorization strategies.

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 Dates: 2021-09-06
 Publication Status: Published online
 Pages: -
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 Table of Contents: -
 Rev. Type: -
 Identifiers: arXiv: 2105.03935
DOI: 10.1016/j.physletb.2021.136623
 Degree: -

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Title: Physics Letters B
Source Genre: Journal
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Affiliations:
Publ. Info: North-Holland
Pages: - Volume / Issue: 821 Sequence Number: 136623 Start / End Page: - Identifier: ISSN: 0370-2693
CoNE: https://pure.mpg.de/cone/journals/resource/954925524777