---
_id: '1590'
abstract:
- lang: eng
  text: "We present the submatrix method, a highly parallelizable method for the approximate
    calculation of inverse p-th roots of large sparse symmetric matrices which are
    required in different scientific applications. Following the idea of Approximate
    Computing, we allow imprecision in the final result in order to utilize the sparsity
    of the input matrix and to allow massively parallel execution. For an n x n matrix,
    the proposed algorithm allows to distribute the calculations over n nodes with
    only little communication overhead. The result matrix exhibits the same sparsity
    pattern as the input matrix, allowing for efficient reuse of allocated data structures.\r\n\r\nWe
    evaluate the algorithm with respect to the error that it introduces into calculated
    results, as well as its performance and scalability. We demonstrate that the error
    is relatively limited for well-conditioned matrices and that results are still
    valuable for error-resilient applications like preconditioning even for ill-conditioned
    matrices. We discuss the execution time and scaling of the algorithm on a theoretical
    level and present a distributed implementation of the algorithm using MPI and
    OpenMP. We demonstrate the scalability of this implementation by running it on
    a high-performance compute cluster comprised of 1024 CPU cores, showing a speedup
    of 665x compared to single-threaded execution."
author:
- first_name: Michael
  full_name: Lass, Michael
  id: '24135'
  last_name: Lass
  orcid: 0000-0002-5708-7632
- first_name: Stephan
  full_name: Mohr, Stephan
  last_name: Mohr
- first_name: Hendrik
  full_name: Wiebeler, Hendrik
  last_name: Wiebeler
- first_name: Thomas
  full_name: Kühne, Thomas
  id: '49079'
  last_name: Kühne
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
citation:
  ama: 'Lass M, Mohr S, Wiebeler H, Kühne T, Plessl C. A Massively Parallel Algorithm
    for the Approximate Calculation of Inverse p-th Roots of Large Sparse Matrices.
    In: <i>Proc. Platform for Advanced Scientific Computing (PASC) Conference</i>.
    ACM; 2018. doi:<a href="https://doi.org/10.1145/3218176.3218231">10.1145/3218176.3218231</a>'
  apa: Lass, M., Mohr, S., Wiebeler, H., Kühne, T., &#38; Plessl, C. (2018). A Massively
    Parallel Algorithm for the Approximate Calculation of Inverse p-th Roots of Large
    Sparse Matrices. <i>Proc. Platform for Advanced Scientific Computing (PASC) Conference</i>.
    Platform for Advanced Scientific Computing Conference (PASC), Basel, Switzerland.
    <a href="https://doi.org/10.1145/3218176.3218231">https://doi.org/10.1145/3218176.3218231</a>
  bibtex: '@inproceedings{Lass_Mohr_Wiebeler_Kühne_Plessl_2018, place={New York, NY,
    USA}, title={A Massively Parallel Algorithm for the Approximate Calculation of
    Inverse p-th Roots of Large Sparse Matrices}, DOI={<a href="https://doi.org/10.1145/3218176.3218231">10.1145/3218176.3218231</a>},
    booktitle={Proc. Platform for Advanced Scientific Computing (PASC) Conference},
    publisher={ACM}, author={Lass, Michael and Mohr, Stephan and Wiebeler, Hendrik
    and Kühne, Thomas and Plessl, Christian}, year={2018} }'
  chicago: 'Lass, Michael, Stephan Mohr, Hendrik Wiebeler, Thomas Kühne, and Christian
    Plessl. “A Massively Parallel Algorithm for the Approximate Calculation of Inverse
    P-Th Roots of Large Sparse Matrices.” In <i>Proc. Platform for Advanced Scientific
    Computing (PASC) Conference</i>. New York, NY, USA: ACM, 2018. <a href="https://doi.org/10.1145/3218176.3218231">https://doi.org/10.1145/3218176.3218231</a>.'
  ieee: 'M. Lass, S. Mohr, H. Wiebeler, T. Kühne, and C. Plessl, “A Massively Parallel
    Algorithm for the Approximate Calculation of Inverse p-th Roots of Large Sparse
    Matrices,” presented at the Platform for Advanced Scientific Computing Conference
    (PASC), Basel, Switzerland, 2018, doi: <a href="https://doi.org/10.1145/3218176.3218231">10.1145/3218176.3218231</a>.'
  mla: Lass, Michael, et al. “A Massively Parallel Algorithm for the Approximate Calculation
    of Inverse P-Th Roots of Large Sparse Matrices.” <i>Proc. Platform for Advanced
    Scientific Computing (PASC) Conference</i>, ACM, 2018, doi:<a href="https://doi.org/10.1145/3218176.3218231">10.1145/3218176.3218231</a>.
  short: 'M. Lass, S. Mohr, H. Wiebeler, T. Kühne, C. Plessl, in: Proc. Platform for
    Advanced Scientific Computing (PASC) Conference, ACM, New York, NY, USA, 2018.'
conference:
  end_date: 2018-07-04
  location: Basel, Switzerland
  name: Platform for Advanced Scientific Computing Conference (PASC)
  start_date: 2018-07-02
date_created: 2018-03-22T10:53:01Z
date_updated: 2023-09-26T11:48:12Z
department:
- _id: '27'
- _id: '518'
- _id: '304'
doi: 10.1145/3218176.3218231
external_id:
  arxiv:
  - '1710.10899'
keyword:
- approximate computing
- linear algebra
- matrix inversion
- matrix p-th roots
- numeric algorithm
- parallel computing
language:
- iso: eng
place: New York, NY, USA
project:
- _id: '32'
  grant_number: PL 595/2-1 / 320898746
  name: Performance and Efficiency in HPC with Custom Computing
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Proc. Platform for Advanced Scientific Computing (PASC) Conference
publication_identifier:
  isbn:
  - 978-1-4503-5891-0/18/07
publisher: ACM
quality_controlled: '1'
status: public
title: A Massively Parallel Algorithm for the Approximate Calculation of Inverse p-th
  Roots of Large Sparse Matrices
type: conference
user_id: '15278'
year: '2018'
...
---
_id: '13238'
abstract:
- lang: eng
  text: A numerically efficient yet highly accurate implementation of the crystal
    orbital Hamilton population (COHP) scheme for plane-wave calculations is presented.
    It is based on the projector-augmented wave (PAW) formalism in combination with
    norm-conserving pseudopotentials and allows to extract chemical interactions between
    atoms from band-structure calculations even for large and complex systems. The
    potential of the present COHP implementation is demonstrated by an in-depth analysis
    of the intensively investigated metal-insulator transition in atomic-scale indium
    wires self-assembled on the Si(111) surface. Thereby bond formation between In
    atoms of adjacent zigzag chains is found to be instrumental for the phase change.
    © 2017 Wiley Periodicals, Inc.
author:
- first_name: Andreas
  full_name: Lücke, Andreas
  last_name: Lücke
- first_name: Uwe
  full_name: Gerstmann, Uwe
  last_name: Gerstmann
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  last_name: Kühne
- first_name: Wolf G.
  full_name: Schmidt, Wolf G.
  last_name: Schmidt
citation:
  ama: Lücke A, Gerstmann U, Kühne TD, Schmidt WG. Efficient PAW-based bond strength
    analysis for understanding the In/Si(111)(8 × 2) – (4 × 1) phase transition. <i>Journal
    of Computational Chemistry</i>. 2017;38(26):2276-2282. doi:<a href="https://doi.org/10.1002/jcc.24878">10.1002/jcc.24878</a>
  apa: Lücke, A., Gerstmann, U., Kühne, T. D., &#38; Schmidt, W. G. (2017). Efficient
    PAW-based bond strength analysis for understanding the In/Si(111)(8 × 2) – (4
    × 1) phase transition. <i>Journal of Computational Chemistry</i>, <i>38</i>(26),
    2276–2282. <a href="https://doi.org/10.1002/jcc.24878">https://doi.org/10.1002/jcc.24878</a>
  bibtex: '@article{Lücke_Gerstmann_Kühne_Schmidt_2017, title={Efficient PAW-based
    bond strength analysis for understanding the In/Si(111)(8 × 2) – (4 × 1) phase
    transition}, volume={38}, DOI={<a href="https://doi.org/10.1002/jcc.24878">10.1002/jcc.24878</a>},
    number={26}, journal={Journal of Computational Chemistry}, author={Lücke, Andreas
    and Gerstmann, Uwe and Kühne, Thomas D. and Schmidt, Wolf G.}, year={2017}, pages={2276–2282}
    }'
  chicago: 'Lücke, Andreas, Uwe Gerstmann, Thomas D. Kühne, and Wolf G. Schmidt. “Efficient
    PAW-Based Bond Strength Analysis for Understanding the In/Si(111)(8 × 2) – (4
    × 1) Phase Transition.” <i>Journal of Computational Chemistry</i> 38, no. 26 (2017):
    2276–82. <a href="https://doi.org/10.1002/jcc.24878">https://doi.org/10.1002/jcc.24878</a>.'
  ieee: A. Lücke, U. Gerstmann, T. D. Kühne, and W. G. Schmidt, “Efficient PAW-based
    bond strength analysis for understanding the In/Si(111)(8 × 2) – (4 × 1) phase
    transition,” <i>Journal of Computational Chemistry</i>, vol. 38, no. 26, pp. 2276–2282,
    2017.
  mla: Lücke, Andreas, et al. “Efficient PAW-Based Bond Strength Analysis for Understanding
    the In/Si(111)(8 × 2) – (4 × 1) Phase Transition.” <i>Journal of Computational
    Chemistry</i>, vol. 38, no. 26, 2017, pp. 2276–82, doi:<a href="https://doi.org/10.1002/jcc.24878">10.1002/jcc.24878</a>.
  short: A. Lücke, U. Gerstmann, T.D. Kühne, W.G. Schmidt, Journal of Computational
    Chemistry 38 (2017) 2276–2282.
date_created: 2019-09-16T12:39:15Z
date_updated: 2022-01-06T06:51:31Z
department:
- _id: '304'
doi: 10.1002/jcc.24878
intvolume: '        38'
issue: '26'
keyword:
- density functional theory
- bonding
- crystal orbital Hamilton population
- indium nanowires
- phase transition
language:
- iso: eng
page: 2276-2282
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Journal of Computational Chemistry
publication_status: published
status: public
title: Efficient PAW-based bond strength analysis for understanding the In/Si(111)(8
  × 2) – (4 × 1) phase transition
type: journal_article
user_id: '71692'
volume: 38
year: '2017'
...
---
_id: '13239'
author:
- first_name: ' Sam '
  full_name: 'Azadi,  Sam '
  last_name: Azadi
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  last_name: Kühne
citation:
  ama: Azadi  Sam , Kühne TD. High-pressure hydrogen sulfide by diffusion quantum
    Monte Carlo. <i>The Journal of Chemical Physics</i>. 2017;146(8):084503. doi:<a
    href="https://doi.org/10.1063/1.4976836">10.1063/1.4976836</a>
  apa: Azadi,  Sam , &#38; Kühne, T. D. (2017). High-pressure hydrogen sulfide by
    diffusion quantum Monte Carlo. <i>The Journal of Chemical Physics</i>, <i>146</i>(8),
    084503. <a href="https://doi.org/10.1063/1.4976836">https://doi.org/10.1063/1.4976836</a>
  bibtex: '@article{Azadi_Kühne_2017, title={High-pressure hydrogen sulfide by diffusion
    quantum Monte Carlo}, volume={146}, DOI={<a href="https://doi.org/10.1063/1.4976836">10.1063/1.4976836</a>},
    number={8}, journal={The Journal of Chemical Physics}, author={Azadi,  Sam  and
    Kühne, Thomas D.}, year={2017}, pages={084503} }'
  chicago: 'Azadi,  Sam , and Thomas D. Kühne. “High-Pressure Hydrogen Sulfide by
    Diffusion Quantum Monte Carlo.” <i>The Journal of Chemical Physics</i> 146, no.
    8 (2017): 084503. <a href="https://doi.org/10.1063/1.4976836">https://doi.org/10.1063/1.4976836</a>.'
  ieee: Sam  Azadi and T. D. Kühne, “High-pressure hydrogen sulfide by diffusion quantum
    Monte Carlo,” <i>The Journal of Chemical Physics</i>, vol. 146, no. 8, p. 084503,
    2017.
  mla: Azadi,  Sam , and Thomas D. Kühne. “High-Pressure Hydrogen Sulfide by Diffusion
    Quantum Monte Carlo.” <i>The Journal of Chemical Physics</i>, vol. 146, no. 8,
    2017, p. 084503, doi:<a href="https://doi.org/10.1063/1.4976836">10.1063/1.4976836</a>.
  short: Sam  Azadi, T.D. Kühne, The Journal of Chemical Physics 146 (2017) 084503.
date_created: 2019-09-16T12:51:16Z
date_updated: 2022-01-06T06:51:31Z
department:
- _id: '304'
doi: 10.1063/1.4976836
intvolume: '       146'
issue: '8'
language:
- iso: eng
page: '084503'
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: The Journal of Chemical Physics
publication_status: published
status: public
title: High-pressure hydrogen sulfide by diffusion quantum Monte Carlo
type: journal_article
user_id: '71692'
volume: 146
year: '2017'
...
---
_id: '16319'
author:
- first_name: Peter
  full_name: Zimmer, Peter
  last_name: Zimmer
- first_name: Patrick
  full_name: Müller, Patrick
  id: '54037'
  last_name: Müller
  orcid: 0000-0003-1103-4073
- first_name: Lukas
  full_name: Burkhardt, Lukas
  id: '54038'
  last_name: Burkhardt
  orcid: 0000-0003-0747-9811
- first_name: Rahel
  full_name: Schepper, Rahel
  last_name: Schepper
- first_name: Adam
  full_name: Neuba, Adam
  last_name: Neuba
- first_name: Jakob
  full_name: Steube, Jakob
  id: '40342'
  last_name: Steube
  orcid: 0000-0003-3178-4429
- first_name: Fabian
  full_name: Dietrich, Fabian
  last_name: Dietrich
- first_name: Ulrich
  full_name: Flörke, Ulrich
  last_name: Flörke
- first_name: Stefan
  full_name: Mangold, Stefan
  last_name: Mangold
- first_name: Markus
  full_name: Gerhards, Markus
  last_name: Gerhards
- first_name: Matthias
  full_name: Bauer, Matthias
  id: '47241'
  last_name: Bauer
  orcid: 0000-0002-9294-6076
citation:
  ama: Zimmer P, Müller P, Burkhardt L, et al. N-Heterocyclic Carbene Complexes of
    Iron as Photosensitizers for Light-Induced Water Reduction. <i>European Journal
    of Inorganic Chemistry</i>. Published online 2017:1504-1509. doi:<a href="https://doi.org/10.1002/ejic.201700064">10.1002/ejic.201700064</a>
  apa: Zimmer, P., Müller, P., Burkhardt, L., Schepper, R., Neuba, A., Steube, J.,
    Dietrich, F., Flörke, U., Mangold, S., Gerhards, M., &#38; Bauer, M. (2017). N-Heterocyclic
    Carbene Complexes of Iron as Photosensitizers for Light-Induced Water Reduction.
    <i>European Journal of Inorganic Chemistry</i>, 1504–1509. <a href="https://doi.org/10.1002/ejic.201700064">https://doi.org/10.1002/ejic.201700064</a>
  bibtex: '@article{Zimmer_Müller_Burkhardt_Schepper_Neuba_Steube_Dietrich_Flörke_Mangold_Gerhards_et
    al._2017, title={N-Heterocyclic Carbene Complexes of Iron as Photosensitizers
    for Light-Induced Water Reduction}, DOI={<a href="https://doi.org/10.1002/ejic.201700064">10.1002/ejic.201700064</a>},
    journal={European Journal of Inorganic Chemistry}, author={Zimmer, Peter and Müller,
    Patrick and Burkhardt, Lukas and Schepper, Rahel and Neuba, Adam and Steube, Jakob
    and Dietrich, Fabian and Flörke, Ulrich and Mangold, Stefan and Gerhards, Markus
    and et al.}, year={2017}, pages={1504–1509} }'
  chicago: Zimmer, Peter, Patrick Müller, Lukas Burkhardt, Rahel Schepper, Adam Neuba,
    Jakob Steube, Fabian Dietrich, et al. “N-Heterocyclic Carbene Complexes of Iron
    as Photosensitizers for Light-Induced Water Reduction.” <i>European Journal of
    Inorganic Chemistry</i>, 2017, 1504–9. <a href="https://doi.org/10.1002/ejic.201700064">https://doi.org/10.1002/ejic.201700064</a>.
  ieee: 'P. Zimmer <i>et al.</i>, “N-Heterocyclic Carbene Complexes of Iron as Photosensitizers
    for Light-Induced Water Reduction,” <i>European Journal of Inorganic Chemistry</i>,
    pp. 1504–1509, 2017, doi: <a href="https://doi.org/10.1002/ejic.201700064">10.1002/ejic.201700064</a>.'
  mla: Zimmer, Peter, et al. “N-Heterocyclic Carbene Complexes of Iron as Photosensitizers
    for Light-Induced Water Reduction.” <i>European Journal of Inorganic Chemistry</i>,
    2017, pp. 1504–09, doi:<a href="https://doi.org/10.1002/ejic.201700064">10.1002/ejic.201700064</a>.
  short: P. Zimmer, P. Müller, L. Burkhardt, R. Schepper, A. Neuba, J. Steube, F.
    Dietrich, U. Flörke, S. Mangold, M. Gerhards, M. Bauer, European Journal of Inorganic
    Chemistry (2017) 1504–1509.
date_created: 2020-03-23T10:40:43Z
date_updated: 2023-08-09T12:53:31Z
department:
- _id: '43'
- _id: '306'
- _id: '304'
- _id: '35'
doi: 10.1002/ejic.201700064
language:
- iso: eng
page: 1504-1509
publication: European Journal of Inorganic Chemistry
publication_identifier:
  issn:
  - 1434-1948
publication_status: published
status: public
title: N-Heterocyclic Carbene Complexes of Iron as Photosensitizers for Light-Induced
  Water Reduction
type: journal_article
user_id: '48467'
year: '2017'
...
---
_id: '13417'
author:
- first_name: Andreas
  full_name: Lücke, Andreas
  last_name: Lücke
- first_name: Uwe
  full_name: Gerstmann, Uwe
  id: '171'
  last_name: Gerstmann
  orcid: 0000-0002-4476-223X
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  last_name: Kühne
- first_name: Wolf Gero
  full_name: Schmidt, Wolf Gero
  id: '468'
  last_name: Schmidt
  orcid: 0000-0002-2717-5076
citation:
  ama: Lücke A, Gerstmann U, Kühne TD, Schmidt WG. Efficient PAW-based bond strength
    analysis for understanding the In/Si(111)(8 × 2) - (4 × 1) phase transition. <i>Journal
    of Computational Chemistry</i>. Published online 2017:2276-2282. doi:<a href="https://doi.org/10.1002/jcc.24878">10.1002/jcc.24878</a>
  apa: Lücke, A., Gerstmann, U., Kühne, T. D., &#38; Schmidt, W. G. (2017). Efficient
    PAW-based bond strength analysis for understanding the In/Si(111)(8 × 2) - (4
    × 1) phase transition. <i>Journal of Computational Chemistry</i>, 2276–2282. <a
    href="https://doi.org/10.1002/jcc.24878">https://doi.org/10.1002/jcc.24878</a>
  bibtex: '@article{Lücke_Gerstmann_Kühne_Schmidt_2017, title={Efficient PAW-based
    bond strength analysis for understanding the In/Si(111)(8 × 2) - (4 × 1) phase
    transition}, DOI={<a href="https://doi.org/10.1002/jcc.24878">10.1002/jcc.24878</a>},
    journal={Journal of Computational Chemistry}, author={Lücke, Andreas and Gerstmann,
    Uwe and Kühne, Thomas D. and Schmidt, Wolf Gero}, year={2017}, pages={2276–2282}
    }'
  chicago: Lücke, Andreas, Uwe Gerstmann, Thomas D. Kühne, and Wolf Gero Schmidt.
    “Efficient PAW-Based Bond Strength Analysis for Understanding the In/Si(111)(8
    × 2) - (4 × 1) Phase Transition.” <i>Journal of Computational Chemistry</i>, 2017,
    2276–82. <a href="https://doi.org/10.1002/jcc.24878">https://doi.org/10.1002/jcc.24878</a>.
  ieee: 'A. Lücke, U. Gerstmann, T. D. Kühne, and W. G. Schmidt, “Efficient PAW-based
    bond strength analysis for understanding the In/Si(111)(8 × 2) - (4 × 1) phase
    transition,” <i>Journal of Computational Chemistry</i>, pp. 2276–2282, 2017, doi:
    <a href="https://doi.org/10.1002/jcc.24878">10.1002/jcc.24878</a>.'
  mla: Lücke, Andreas, et al. “Efficient PAW-Based Bond Strength Analysis for Understanding
    the In/Si(111)(8 × 2) - (4 × 1) Phase Transition.” <i>Journal of Computational
    Chemistry</i>, 2017, pp. 2276–82, doi:<a href="https://doi.org/10.1002/jcc.24878">10.1002/jcc.24878</a>.
  short: A. Lücke, U. Gerstmann, T.D. Kühne, W.G. Schmidt, Journal of Computational
    Chemistry (2017) 2276–2282.
date_created: 2019-09-20T11:56:58Z
date_updated: 2025-12-05T10:13:50Z
department:
- _id: '15'
- _id: '170'
- _id: '295'
- _id: '2'
- _id: '304'
- _id: '35'
- _id: '230'
- _id: '27'
doi: 10.1002/jcc.24878
funded_apc: '1'
language:
- iso: eng
page: 2276-2282
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Journal of Computational Chemistry
publication_identifier:
  issn:
  - 0192-8651
publication_status: published
status: public
title: Efficient PAW-based bond strength analysis for understanding the In/Si(111)(8
  × 2) - (4 × 1) phase transition
type: journal_article
user_id: '16199'
year: '2017'
...
---
_id: '13240'
abstract:
- lang: eng
  text: Recently, the quantum harmonic oscillator model has been combined with maximally
    localized Wannier functions to account for long-range dispersion interactions
    in density functional theory calculations (Silvestrelli, J. Chem. Phys. 2013,
    139, 054106). Here, we present a new, improved set of values for the three parameters
    involved in this scheme. To test the new parameter set we have computed the potential
    energy curves for various systems, including an isolated Ar2 dimer, two N2 dimers
    interacting within different configurations, and a water molecule physisorbed
    on pristine graphene. While the original set of parameters generally overestimates
    the interaction energies and underestimates the equilibrium distances, the new
    parameterization substantially improves the agreement with experimental and theoretical
    reference values. © 2016 Wiley Periodicals, Inc.
author:
- first_name: Pouya
  full_name: Partovi-Azar, Pouya
  last_name: Partovi-Azar
- first_name: Matthias
  full_name: Berg, Matthias
  last_name: Berg
- first_name: Simone
  full_name: Sanna, Simone
  last_name: Sanna
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  last_name: Kühne
citation:
  ama: Partovi-Azar P, Berg M, Sanna S, Kühne TD. Improved parameterization of the
    quantum harmonic oscillator model based on localized wannier functions to describe
    Van der Waals interactions in density functional theory. <i>International Journal
    of Quantum Chemistry</i>. 2016;116(15):1160-1165. doi:<a href="https://doi.org/10.1002/qua.25150">10.1002/qua.25150</a>
  apa: Partovi-Azar, P., Berg, M., Sanna, S., &#38; Kühne, T. D. (2016). Improved
    parameterization of the quantum harmonic oscillator model based on localized wannier
    functions to describe Van der Waals interactions in density functional theory.
    <i>International Journal of Quantum Chemistry</i>, <i>116</i>(15), 1160–1165.
    <a href="https://doi.org/10.1002/qua.25150">https://doi.org/10.1002/qua.25150</a>
  bibtex: '@article{Partovi-Azar_Berg_Sanna_Kühne_2016, title={Improved parameterization
    of the quantum harmonic oscillator model based on localized wannier functions
    to describe Van der Waals interactions in density functional theory}, volume={116},
    DOI={<a href="https://doi.org/10.1002/qua.25150">10.1002/qua.25150</a>}, number={15},
    journal={International Journal of Quantum Chemistry}, author={Partovi-Azar, Pouya
    and Berg, Matthias and Sanna, Simone and Kühne, Thomas D.}, year={2016}, pages={1160–1165}
    }'
  chicago: 'Partovi-Azar, Pouya, Matthias Berg, Simone Sanna, and Thomas D. Kühne.
    “Improved Parameterization of the Quantum Harmonic Oscillator Model Based on Localized
    Wannier Functions to Describe Van Der Waals Interactions in Density Functional
    Theory.” <i>International Journal of Quantum Chemistry</i> 116, no. 15 (2016):
    1160–65. <a href="https://doi.org/10.1002/qua.25150">https://doi.org/10.1002/qua.25150</a>.'
  ieee: P. Partovi-Azar, M. Berg, S. Sanna, and T. D. Kühne, “Improved parameterization
    of the quantum harmonic oscillator model based on localized wannier functions
    to describe Van der Waals interactions in density functional theory,” <i>International
    Journal of Quantum Chemistry</i>, vol. 116, no. 15, pp. 1160–1165, 2016.
  mla: Partovi-Azar, Pouya, et al. “Improved Parameterization of the Quantum Harmonic
    Oscillator Model Based on Localized Wannier Functions to Describe Van Der Waals
    Interactions in Density Functional Theory.” <i>International Journal of Quantum
    Chemistry</i>, vol. 116, no. 15, 2016, pp. 1160–65, doi:<a href="https://doi.org/10.1002/qua.25150">10.1002/qua.25150</a>.
  short: P. Partovi-Azar, M. Berg, S. Sanna, T.D. Kühne, International Journal of
    Quantum Chemistry 116 (2016) 1160–1165.
date_created: 2019-09-16T12:52:43Z
date_updated: 2022-01-06T06:51:31Z
department:
- _id: '304'
doi: 10.1002/qua.25150
intvolume: '       116'
issue: '15'
keyword:
- Wannier orbitals
- Van der Waals interactions
- density functional theory
- quantum harmonic oscillator
language:
- iso: eng
page: 1160-1165
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: International Journal of Quantum Chemistry
publication_status: published
status: public
title: Improved parameterization of the quantum harmonic oscillator model based on
  localized wannier functions to describe Van der Waals interactions in density functional
  theory
type: journal_article
user_id: '71692'
volume: 116
year: '2016'
...
---
_id: '13241'
abstract:
- lang: eng
  text: The accuracy of water models derived from ab initio molecular dynamics simulations
    by means on an improved force-matching scheme is assessed for various thermodynamic,
    transport, and structural properties. It is found that although the resulting
    force-matched water models are typically less accurate than fully empirical force
    fields in predicting thermodynamic properties, they are nevertheless much more
    accurate than generally appreciated in reproducing the structure of liquid water
    and in fact superseding most of the commonly used empirical water models. This
    development demonstrates the feasibility to routinely parametrize computationally
    efficient yet predictive potential energy functions based on accurate ab initio
    molecular dynamics simulations for a large variety of different systems. © 2016
    Wiley Periodicals, Inc.
author:
- first_name: Andreas
  full_name: Köster, Andreas
  last_name: Köster
- first_name: Thomas
  full_name: Spura, Thomas
  last_name: Spura
- first_name: Gábor
  full_name: Rutkai, Gábor
  last_name: Rutkai
- first_name: Jan
  full_name: Kessler, Jan
  last_name: Kessler
- first_name: Hendrik
  full_name: Wiebeler, Hendrik
  last_name: Wiebeler
- first_name: Jadran
  full_name: Vrabec, Jadran
  last_name: Vrabec
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  last_name: Kühne
citation:
  ama: Köster A, Spura T, Rutkai G, et al. Assessing the accuracy of improved force-matched
    water models derived from Ab initio molecular dynamics simulations. <i>Journal
    of Computational Chemistry</i>. 2016;37(19):1828-1838. doi:<a href="https://doi.org/10.1002/jcc.24398">10.1002/jcc.24398</a>
  apa: Köster, A., Spura, T., Rutkai, G., Kessler, J., Wiebeler, H., Vrabec, J., &#38;
    Kühne, T. D. (2016). Assessing the accuracy of improved force-matched water models
    derived from Ab initio molecular dynamics simulations. <i>Journal of Computational
    Chemistry</i>, <i>37</i>(19), 1828–1838. <a href="https://doi.org/10.1002/jcc.24398">https://doi.org/10.1002/jcc.24398</a>
  bibtex: '@article{Köster_Spura_Rutkai_Kessler_Wiebeler_Vrabec_Kühne_2016, title={Assessing
    the accuracy of improved force-matched water models derived from Ab initio molecular
    dynamics simulations}, volume={37}, DOI={<a href="https://doi.org/10.1002/jcc.24398">10.1002/jcc.24398</a>},
    number={19}, journal={Journal of Computational Chemistry}, author={Köster, Andreas
    and Spura, Thomas and Rutkai, Gábor and Kessler, Jan and Wiebeler, Hendrik and
    Vrabec, Jadran and Kühne, Thomas D.}, year={2016}, pages={1828–1838} }'
  chicago: 'Köster, Andreas, Thomas Spura, Gábor Rutkai, Jan Kessler, Hendrik Wiebeler,
    Jadran Vrabec, and Thomas D. Kühne. “Assessing the Accuracy of Improved Force-Matched
    Water Models Derived from Ab Initio Molecular Dynamics Simulations.” <i>Journal
    of Computational Chemistry</i> 37, no. 19 (2016): 1828–38. <a href="https://doi.org/10.1002/jcc.24398">https://doi.org/10.1002/jcc.24398</a>.'
  ieee: A. Köster <i>et al.</i>, “Assessing the accuracy of improved force-matched
    water models derived from Ab initio molecular dynamics simulations,” <i>Journal
    of Computational Chemistry</i>, vol. 37, no. 19, pp. 1828–1838, 2016.
  mla: Köster, Andreas, et al. “Assessing the Accuracy of Improved Force-Matched Water
    Models Derived from Ab Initio Molecular Dynamics Simulations.” <i>Journal of Computational
    Chemistry</i>, vol. 37, no. 19, 2016, pp. 1828–38, doi:<a href="https://doi.org/10.1002/jcc.24398">10.1002/jcc.24398</a>.
  short: A. Köster, T. Spura, G. Rutkai, J. Kessler, H. Wiebeler, J. Vrabec, T.D.
    Kühne, Journal of Computational Chemistry 37 (2016) 1828–1838.
date_created: 2019-09-16T12:53:28Z
date_updated: 2022-01-06T06:51:31Z
department:
- _id: '304'
doi: 10.1002/jcc.24398
intvolume: '        37'
issue: '19'
keyword:
- liquid water
- force matching
- ab initio
- molecular dynamics
- Monte Carlo
language:
- iso: eng
page: 1828-1838
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Journal of Computational Chemistry
publication_status: published
status: public
title: Assessing the accuracy of improved force-matched water models derived from
  Ab initio molecular dynamics simulations
type: journal_article
user_id: '71692'
volume: 37
year: '2016'
...
---
_id: '45766'
article_number: '043305'
author:
- first_name: Christopher
  full_name: John, Christopher
  last_name: John
- first_name: Thomas
  full_name: Spura, Thomas
  last_name: Spura
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  id: '49079'
  last_name: Kühne
citation:
  ama: 'John C, Spura T, Kühne TD. Quantum ring-polymer contraction method: Including
    nuclear quantum effects at no additional computational cost in comparison to ab
    Initio molecular dynamics. <i>Phys Rev E</i>. 2016;93.'
  apa: 'John, C., Spura, T., &#38; Kühne, T. D. (2016). Quantum ring-polymer contraction
    method: Including nuclear quantum effects at no additional computational cost
    in comparison to ab Initio molecular dynamics. <i>Phys. Rev. E</i>, <i>93</i>,
    Article 043305.'
  bibtex: '@article{John_Spura_Kühne_2016, title={Quantum ring-polymer contraction
    method: Including nuclear quantum effects at no additional computational cost
    in comparison to ab Initio molecular dynamics}, volume={93}, number={043305},
    journal={Phys. Rev. E}, author={John, Christopher and Spura, Thomas and Kühne,
    Thomas D.}, year={2016} }'
  chicago: 'John, Christopher, Thomas Spura, and Thomas D. Kühne. “Quantum Ring-Polymer
    Contraction Method: Including Nuclear Quantum Effects at No Additional Computational
    Cost in Comparison to Ab Initio Molecular Dynamics.” <i>Phys. Rev. E</i> 93 (2016).'
  ieee: 'C. John, T. Spura, and T. D. Kühne, “Quantum ring-polymer contraction method:
    Including nuclear quantum effects at no additional computational cost in comparison
    to ab Initio molecular dynamics,” <i>Phys. Rev. E</i>, vol. 93, Art. no. 043305,
    2016.'
  mla: 'John, Christopher, et al. “Quantum Ring-Polymer Contraction Method: Including
    Nuclear Quantum Effects at No Additional Computational Cost in Comparison to Ab
    Initio Molecular Dynamics.” <i>Phys. Rev. E</i>, vol. 93, 043305, 2016.'
  short: C. John, T. Spura, T.D. Kühne, Phys. Rev. E 93 (2016).
date_created: 2023-06-26T08:11:59Z
date_updated: 2023-06-26T08:12:06Z
department:
- _id: '304'
intvolume: '        93'
language:
- iso: eng
publication: Phys. Rev. E
status: public
title: 'Quantum ring-polymer contraction method: Including nuclear quantum effects
  at no additional computational cost in comparison to ab Initio molecular dynamics'
type: journal_article
user_id: '14931'
volume: 93
year: '2016'
...
---
_id: '25'
author:
- first_name: Michael
  full_name: Lass, Michael
  id: '24135'
  last_name: Lass
  orcid: 0000-0002-5708-7632
- first_name: Thomas
  full_name: Kühne, Thomas
  id: '49079'
  last_name: Kühne
- first_name: Christian
  full_name: Plessl, Christian
  id: '16153'
  last_name: Plessl
  orcid: 0000-0001-5728-9982
citation:
  ama: 'Lass M, Kühne T, Plessl C. Using Approximate Computing in Scientific Codes.
    In: <i>Workshop on Approximate Computing (AC)</i>. ; 2016.'
  apa: Lass, M., Kühne, T., &#38; Plessl, C. (2016). Using Approximate Computing in
    Scientific Codes. <i>Workshop on Approximate Computing (AC)</i>.
  bibtex: '@inproceedings{Lass_Kühne_Plessl_2016, title={Using Approximate Computing
    in Scientific Codes}, booktitle={Workshop on Approximate Computing (AC)}, author={Lass,
    Michael and Kühne, Thomas and Plessl, Christian}, year={2016} }'
  chicago: Lass, Michael, Thomas Kühne, and Christian Plessl. “Using Approximate Computing
    in Scientific Codes.” In <i>Workshop on Approximate Computing (AC)</i>, 2016.
  ieee: M. Lass, T. Kühne, and C. Plessl, “Using Approximate Computing in Scientific
    Codes,” 2016.
  mla: Lass, Michael, et al. “Using Approximate Computing in Scientific Codes.” <i>Workshop
    on Approximate Computing (AC)</i>, 2016.
  short: 'M. Lass, T. Kühne, C. Plessl, in: Workshop on Approximate Computing (AC),
    2016.'
date_created: 2017-07-26T15:02:20Z
date_updated: 2023-09-26T13:25:17Z
department:
- _id: '27'
- _id: '518'
- _id: '304'
language:
- iso: eng
project:
- _id: '52'
  name: Computing Resources Provided by the Paderborn Center for Parallel Computing
publication: Workshop on Approximate Computing (AC)
quality_controlled: '1'
status: public
title: Using Approximate Computing in Scientific Codes
type: conference
user_id: '15278'
year: '2016'
...
---
_id: '34310'
article_number: '8318'
author:
- first_name: Hossam
  full_name: Elgabarty, Hossam
  id: '60250'
  last_name: Elgabarty
  orcid: 0000-0002-4945-1481
- first_name: Rustam Z.
  full_name: Khaliullin, Rustam Z.
  last_name: Khaliullin
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  id: '49079'
  last_name: Kühne
citation:
  ama: Elgabarty H, Khaliullin RZ, Kühne TD. Covalency of hydrogen bonds in liquid
    water can be probed by proton nuclear magnetic resonance experiments. <i>Nature
    Communications</i>. 2015;6(1). doi:<a href="https://doi.org/10.1038/ncomms9318">10.1038/ncomms9318</a>
  apa: Elgabarty, H., Khaliullin, R. Z., &#38; Kühne, T. D. (2015). Covalency of hydrogen
    bonds in liquid water can be probed by proton nuclear magnetic resonance experiments.
    <i>Nature Communications</i>, <i>6</i>(1), Article 8318. <a href="https://doi.org/10.1038/ncomms9318">https://doi.org/10.1038/ncomms9318</a>
  bibtex: '@article{Elgabarty_Khaliullin_Kühne_2015, title={Covalency of hydrogen
    bonds in liquid water can be probed by proton nuclear magnetic resonance experiments},
    volume={6}, DOI={<a href="https://doi.org/10.1038/ncomms9318">10.1038/ncomms9318</a>},
    number={18318}, journal={Nature Communications}, publisher={Springer Science and
    Business Media LLC}, author={Elgabarty, Hossam and Khaliullin, Rustam Z. and Kühne,
    Thomas D.}, year={2015} }'
  chicago: Elgabarty, Hossam, Rustam Z. Khaliullin, and Thomas D. Kühne. “Covalency
    of Hydrogen Bonds in Liquid Water Can Be Probed by Proton Nuclear Magnetic Resonance
    Experiments.” <i>Nature Communications</i> 6, no. 1 (2015). <a href="https://doi.org/10.1038/ncomms9318">https://doi.org/10.1038/ncomms9318</a>.
  ieee: 'H. Elgabarty, R. Z. Khaliullin, and T. D. Kühne, “Covalency of hydrogen bonds
    in liquid water can be probed by proton nuclear magnetic resonance experiments,”
    <i>Nature Communications</i>, vol. 6, no. 1, Art. no. 8318, 2015, doi: <a href="https://doi.org/10.1038/ncomms9318">10.1038/ncomms9318</a>.'
  mla: Elgabarty, Hossam, et al. “Covalency of Hydrogen Bonds in Liquid Water Can
    Be Probed by Proton Nuclear Magnetic Resonance Experiments.” <i>Nature Communications</i>,
    vol. 6, no. 1, 8318, Springer Science and Business Media LLC, 2015, doi:<a href="https://doi.org/10.1038/ncomms9318">10.1038/ncomms9318</a>.
  short: H. Elgabarty, R.Z. Khaliullin, T.D. Kühne, Nature Communications 6 (2015).
date_created: 2022-12-09T12:16:04Z
date_updated: 2023-06-26T07:56:31Z
department:
- _id: '304'
doi: 10.1038/ncomms9318
intvolume: '         6'
issue: '1'
keyword:
- General Physics and Astronomy
- General Biochemistry
- Genetics and Molecular Biology
- General Chemistry
language:
- iso: eng
publication: Nature Communications
publication_identifier:
  issn:
  - 2041-1723
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Covalency of hydrogen bonds in liquid water can be probed by proton nuclear
  magnetic resonance experiments
type: journal_article
user_id: '14931'
volume: 6
year: '2015'
...
---
_id: '45767'
article_number: '053304'
author:
- first_name: Francesco
  full_name: Calcavecchia, Francesco
  last_name: Calcavecchia
- first_name: Francesco
  full_name: Pederiva, Francesco
  last_name: Pederiva
- first_name: Malvin H.
  full_name: Kalos, Malvin H.
  last_name: Kalos
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  id: '49079'
  last_name: Kühne
citation:
  ama: Calcavecchia F, Pederiva F, Kalos MH, Kühne TD. Sign problem of the fermionic
    shadow wave function. <i>Phys Rev E</i>. 2014;90.
  apa: Calcavecchia, F., Pederiva, F., Kalos, M. H., &#38; Kühne, T. D. (2014). Sign
    problem of the fermionic shadow wave function. <i>Phys. Rev. E</i>, <i>90</i>,
    Article 053304.
  bibtex: '@article{Calcavecchia_Pederiva_Kalos_Kühne_2014, title={Sign problem of
    the fermionic shadow wave function}, volume={90}, number={053304}, journal={Phys.
    Rev. E}, author={Calcavecchia, Francesco and Pederiva, Francesco and Kalos, Malvin
    H. and Kühne, Thomas D.}, year={2014} }'
  chicago: Calcavecchia, Francesco, Francesco Pederiva, Malvin H. Kalos, and Thomas
    D. Kühne. “Sign Problem of the Fermionic Shadow Wave Function.” <i>Phys. Rev.
    E</i> 90 (2014).
  ieee: F. Calcavecchia, F. Pederiva, M. H. Kalos, and T. D. Kühne, “Sign problem
    of the fermionic shadow wave function,” <i>Phys. Rev. E</i>, vol. 90, Art. no.
    053304, 2014.
  mla: Calcavecchia, Francesco, et al. “Sign Problem of the Fermionic Shadow Wave
    Function.” <i>Phys. Rev. E</i>, vol. 90, 053304, 2014.
  short: F. Calcavecchia, F. Pederiva, M.H. Kalos, T.D. Kühne, Phys. Rev. E 90 (2014).
date_created: 2023-06-26T08:16:46Z
date_updated: 2023-06-26T08:16:54Z
department:
- _id: '304'
intvolume: '        90'
language:
- iso: eng
publication: Phys. Rev. E
status: public
title: Sign problem of the fermionic shadow wave function
type: journal_article
user_id: '14931'
volume: 90
year: '2014'
...
---
_id: '45768'
article_number: '34109'
author:
- first_name: 'Dorothee '
  full_name: 'Richters, Dorothee '
  last_name: Richters
citation:
  ama: Richters D. Self-consistent field theory based molecular dynamics with linear
    system-size scaling. <i>J Chem Phys</i>. 2014;140.
  apa: Richters, D. (2014). Self-consistent field theory based molecular dynamics
    with linear system-size scaling. <i>J. Chem. Phys.</i>, <i>140</i>, Article 34109.
  bibtex: '@article{Richters_2014, title={Self-consistent field theory based molecular
    dynamics with linear system-size scaling}, volume={140}, number={34109}, journal={J.
    Chem. Phys.}, author={Richters, Dorothee }, year={2014} }'
  chicago: Richters, Dorothee . “Self-Consistent Field Theory Based Molecular Dynamics
    with Linear System-Size Scaling.” <i>J. Chem. Phys.</i> 140 (2014).
  ieee: D. Richters, “Self-consistent field theory based molecular dynamics with linear
    system-size scaling,” <i>J. Chem. Phys.</i>, vol. 140, Art. no. 34109, 2014.
  mla: Richters, Dorothee. “Self-Consistent Field Theory Based Molecular Dynamics
    with Linear System-Size Scaling.” <i>J. Chem. Phys.</i>, vol. 140, 34109, 2014.
  short: D. Richters, J. Chem. Phys. 140 (2014).
date_created: 2023-06-26T08:20:01Z
date_updated: 2023-06-26T08:20:45Z
department:
- _id: '304'
intvolume: '       140'
language:
- iso: eng
publication: J. Chem. Phys.
status: public
title: Self-consistent field theory based molecular dynamics with linear system-size
  scaling
type: journal_article
user_id: '14931'
volume: 140
year: '2014'
...
---
_id: '45769'
article_number: '1450'
author:
- first_name: Thomas D.
  full_name: Kühne, Thomas D.
  id: '49079'
  last_name: Kühne
- first_name: Rustam Z.
  full_name: Khaliullin, Rustam Z.
  last_name: Khaliullin
citation:
  ama: Kühne TD, Khaliullin RZ. Electronic signature of the instantaneous asymmetry
    in the first coordination shell of liquid water. <i>Nature Commun</i>. 2013;4.
  apa: Kühne, T. D., &#38; Khaliullin, R. Z. (2013). Electronic signature of the instantaneous
    asymmetry in the first coordination shell of liquid water. <i>Nature Commun.</i>,
    <i>4</i>, Article 1450.
  bibtex: '@article{Kühne_Khaliullin_2013, title={Electronic signature of the instantaneous
    asymmetry in the first coordination shell of liquid water}, volume={4}, number={1450},
    journal={Nature Commun.}, author={Kühne, Thomas D. and Khaliullin, Rustam Z.},
    year={2013} }'
  chicago: Kühne, Thomas D., and Rustam Z. Khaliullin. “Electronic Signature of the
    Instantaneous Asymmetry in the First Coordination Shell of Liquid Water.” <i>Nature
    Commun.</i> 4 (2013).
  ieee: T. D. Kühne and R. Z. Khaliullin, “Electronic signature of the instantaneous
    asymmetry in the first coordination shell of liquid water,” <i>Nature Commun.</i>,
    vol. 4, Art. no. 1450, 2013.
  mla: Kühne, Thomas D., and Rustam Z. Khaliullin. “Electronic Signature of the Instantaneous
    Asymmetry in the First Coordination Shell of Liquid Water.” <i>Nature Commun.</i>,
    vol. 4, 1450, 2013.
  short: T.D. Kühne, R.Z. Khaliullin, Nature Commun. 4 (2013).
date_created: 2023-06-26T08:23:49Z
date_updated: 2023-06-26T08:24:15Z
department:
- _id: '304'
intvolume: '         4'
language:
- iso: eng
publication: Nature Commun.
status: public
title: Electronic signature of the instantaneous asymmetry in the first coordination
  shell of liquid water
type: journal_article
user_id: '14931'
volume: 4
year: '2013'
...
