---
_id: '64251'
abstract:
- lang: eng
  text: "<jats:title>ABSTRACT</jats:title>\r\n                  <jats:p>Clinching
    is a widely adopted joining technique in the automotive industry, enabling the
    fabrication of lightweight structures from dissimilar sheet materials. Accurate
    prediction of the fatigue life of clinched joints is essential for ensuring structural
    safety and minimizing development costs. However, full 3D fatigue simulations
    over millions of cycles are computationally intensive due to the complexity of
    contact mechanics. This study introduces a 2D numerical model that circumvents
    direct contact modeling by applying a slip condition at the sheet interface, significantly
    reducing computational demands. A micro‐slip friction model is used to represent
    the mechanical interface behavior, while a two‐scale damage model captures the
    fatigue damage evolution. The model is validated against experimental data and
    used to investigate the influence of friction coefficient and tangential contact
    stiffness on fatigue life, highlighting its efficiency and predictive capability.</jats:p>"
article_number: e70035
author:
- first_name: Chin
  full_name: Chen, Chin
  id: '114741'
  last_name: Chen
- first_name: Martin
  full_name: Hofmann, Martin
  last_name: Hofmann
- first_name: Thomas
  full_name: Wallmersperger, Thomas
  last_name: Wallmersperger
citation:
  ama: Chen C, Hofmann M, Wallmersperger T. A 2D Approach to Predict the High‐Cycle
    Fatigue Life of Clinched Joints. <i>PAMM</i>. 2026;26(1). doi:<a href="https://doi.org/10.1002/pamm.70035">10.1002/pamm.70035</a>
  apa: Chen, C., Hofmann, M., &#38; Wallmersperger, T. (2026). A 2D Approach to Predict
    the High‐Cycle Fatigue Life of Clinched Joints. <i>PAMM</i>, <i>26</i>(1), Article
    e70035. <a href="https://doi.org/10.1002/pamm.70035">https://doi.org/10.1002/pamm.70035</a>
  bibtex: '@article{Chen_Hofmann_Wallmersperger_2026, title={A 2D Approach to Predict
    the High‐Cycle Fatigue Life of Clinched Joints}, volume={26}, DOI={<a href="https://doi.org/10.1002/pamm.70035">10.1002/pamm.70035</a>},
    number={1e70035}, journal={PAMM}, publisher={Wiley}, author={Chen, Chin and Hofmann,
    Martin and Wallmersperger, Thomas}, year={2026} }'
  chicago: Chen, Chin, Martin Hofmann, and Thomas Wallmersperger. “A 2D Approach to
    Predict the High‐Cycle Fatigue Life of Clinched Joints.” <i>PAMM</i> 26, no. 1
    (2026). <a href="https://doi.org/10.1002/pamm.70035">https://doi.org/10.1002/pamm.70035</a>.
  ieee: 'C. Chen, M. Hofmann, and T. Wallmersperger, “A 2D Approach to Predict the
    High‐Cycle Fatigue Life of Clinched Joints,” <i>PAMM</i>, vol. 26, no. 1, Art.
    no. e70035, 2026, doi: <a href="https://doi.org/10.1002/pamm.70035">10.1002/pamm.70035</a>.'
  mla: Chen, Chin, et al. “A 2D Approach to Predict the High‐Cycle Fatigue Life of
    Clinched Joints.” <i>PAMM</i>, vol. 26, no. 1, e70035, Wiley, 2026, doi:<a href="https://doi.org/10.1002/pamm.70035">10.1002/pamm.70035</a>.
  short: C. Chen, M. Hofmann, T. Wallmersperger, PAMM 26 (2026).
date_created: 2026-02-19T10:03:06Z
date_updated: 2026-02-24T15:10:04Z
doi: 10.1002/pamm.70035
intvolume: '        26'
issue: '1'
language:
- iso: eng
project:
- _id: '142'
  name: TRR 285 - Subproject B03
- _id: '130'
  name: 'TRR 285:  Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen
    Prozessketten'
- _id: '132'
  name: TRR 285 - Project Area B
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: A 2D Approach to Predict the High‐Cycle Fatigue Life of Clinched Joints
type: journal_article
user_id: '114741'
volume: 26
year: '2026'
...
---
_id: '65266'
abstract:
- lang: eng
  text: "<jats:title>ABSTRACT</jats:title>\r\n                  <jats:p>This work
    is concerned with the modeling of a cold‐box sand, a composition of sand grains
    and a resin binder. To this end, experiments are performed, which show the following
    characteristics: localization phenomena in the form of a shear band, softening
    behavior in the force‐displacement curve, and asymmetric behavior for compression
    and tension. To model this complex material behavior, a micromorphic continuum
    is used. In the present contribution, we focus on the linear‐elastic regime and
    demonstrate the identifiability of micromorphic material parameters under deliberately
    induced inhomogeneous deformation states. In addition to the degrees of freedom
    of a classical continuum, the micromorphic model has additional degrees of freedom,
    introduced here in a phenomenological sense to represent kinematically enriched
    deformation modes associated with the granular microstructure. Accordingly, the
    micromorphic fields are not interpreted as a separate physical scale (e.g., “binder”
    vs. “grains”), but as an effective continuum description at the specimen scale.
    This contribution addresses parameter identification for a micromorphic model
    of cold‐box sand, with a clear separation between homogeneous deformation states
    governing classical elastic parameters and inhomogeneous states required to activate
    and identify micromorphic length‐scale parameters. The main challenge lies in
    identifying the micro material parameters. To determine these, the corresponding
    gradient terms in the constitutive formulation must be triggered via properly
    tuned experiments. Micro‐parameter identification is demonstrated using synthetic
    data generated from a boundary‐value problem with inhomogeneous displacement fields.
    The chosen benchmark enables controlled activation of gradient terms and thereby
    renders optimization‐based identification of micromorphic parameters feasible.
    The synthetic example is deliberately chosen to assess feasibility and identifiability
    under controlled conditions, thereby isolating micromorphic identifiability aspects
    from experimental uncertainties. The novelty of the contribution lies in explicitly
    linking micromorphic parameter identifiability to kinematic inhomogeneity, and
    in demonstrating this link within a tractable forward– inverse setting for a linear‐elastic
    micromorphic continuum.</jats:p>"
article_number: e70093
author:
- first_name: Alexander
  full_name: Börger, Alexander
  id: '52037'
  last_name: Börger
- first_name: Rolf
  full_name: Mahnken, Rolf
  last_name: Mahnken
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Richard
  full_name: Ostwald, Richard
  id: '106876'
  last_name: Ostwald
  orcid: 0000-0003-2147-8444
citation:
  ama: Börger A, Mahnken R, Caylak I, Ostwald R. Aspects of Parameter Identification
    for a Micromorphic Continuum applied to a Cold‐Box Sand. <i>Proceedings in Applied
    Mathematics and Mechanics</i>. 2026;26(2). doi:<a href="https://doi.org/10.1002/pamm.70093">10.1002/pamm.70093</a>
  apa: Börger, A., Mahnken, R., Caylak, I., &#38; Ostwald, R. (2026). Aspects of Parameter
    Identification for a Micromorphic Continuum applied to a Cold‐Box Sand. <i>Proceedings
    in Applied Mathematics and Mechanics</i>, <i>26</i>(2), Article e70093. <a href="https://doi.org/10.1002/pamm.70093">https://doi.org/10.1002/pamm.70093</a>
  bibtex: '@article{Börger_Mahnken_Caylak_Ostwald_2026, title={Aspects of Parameter
    Identification for a Micromorphic Continuum applied to a Cold‐Box Sand}, volume={26},
    DOI={<a href="https://doi.org/10.1002/pamm.70093">10.1002/pamm.70093</a>}, number={2e70093},
    journal={Proceedings in Applied Mathematics and Mechanics}, publisher={Wiley},
    author={Börger, Alexander and Mahnken, Rolf and Caylak, Ismail and Ostwald, Richard},
    year={2026} }'
  chicago: Börger, Alexander, Rolf Mahnken, Ismail Caylak, and Richard Ostwald. “Aspects
    of Parameter Identification for a Micromorphic Continuum Applied to a Cold‐Box
    Sand.” <i>Proceedings in Applied Mathematics and Mechanics</i> 26, no. 2 (2026).
    <a href="https://doi.org/10.1002/pamm.70093">https://doi.org/10.1002/pamm.70093</a>.
  ieee: 'A. Börger, R. Mahnken, I. Caylak, and R. Ostwald, “Aspects of Parameter Identification
    for a Micromorphic Continuum applied to a Cold‐Box Sand,” <i>Proceedings in Applied
    Mathematics and Mechanics</i>, vol. 26, no. 2, Art. no. e70093, 2026, doi: <a
    href="https://doi.org/10.1002/pamm.70093">10.1002/pamm.70093</a>.'
  mla: Börger, Alexander, et al. “Aspects of Parameter Identification for a Micromorphic
    Continuum Applied to a Cold‐Box Sand.” <i>Proceedings in Applied Mathematics and
    Mechanics</i>, vol. 26, no. 2, e70093, Wiley, 2026, doi:<a href="https://doi.org/10.1002/pamm.70093">10.1002/pamm.70093</a>.
  short: A. Börger, R. Mahnken, I. Caylak, R. Ostwald, Proceedings in Applied Mathematics
    and Mechanics 26 (2026).
date_created: 2026-04-01T04:52:34Z
date_updated: 2026-04-01T04:54:17Z
department:
- _id: '9'
- _id: '952'
- _id: '321'
doi: 10.1002/pamm.70093
intvolume: '        26'
issue: '2'
language:
- iso: eng
publication: Proceedings in Applied Mathematics and Mechanics
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Aspects of Parameter Identification for a Micromorphic Continuum applied to
  a Cold‐Box Sand
type: journal_article
user_id: '85414'
volume: 26
year: '2026'
...
---
_id: '59740'
abstract:
- lang: eng
  text: <jats:title>ABSTRACT</jats:title><jats:p>In this contribution, we propose
    an innovative method for determining optimal control sequences for nonlinear systems
    with partially unknown dynamics, which further expands our previous work. Within
    the paradigm of model‐based design, the practicality and safety of commissioning
    feedforward controls and feedback controllers have priority. Our approach leverages
    probabilistic Gaussian processes to adjust for model inaccuracies from measured
    system data. This differs from conventional approaches that involve complicated
    analytical modeling and may entail a substantial time investment to acquire expertise
    and may prove impractical. Consequently, we address the limitations inherent in
    traditional design methodologies. Our research focuses on the formulation and
    solution of the hybrid<jats:sup>1</jats:sup> optimal control problem using probabilistic
    state predictions and multiple shooting. This ensures adaptability, data efficiency,
    and resilience against uncertainties in system dynamics. These attributes are
    empirically substantiated through experimental validation on a chaotic and highly
    sensitive dynamical system—a double pendulum on a cart. Our methodology unfolds
    as an iterative learning process, systematically exploring diverse controls, accumulating
    data within each iteration, and refining the control strategy until the desired
    task is accomplished. The adoption of the two‐degree‐of‐freedom control structure
    allows for the distinct consideration of the feedforward and the feedback control
    signal. For the latter, we employ a time‐variant, linear quadratic regulator (LQR)
    designed to stabilize the system around its target trajectory. Furthermore, we
    integrate a probabilistic long‐term prediction through the unscented transform,
    enabling systematic anticipation of safety‐critical violations. Detailed insights
    into relevant implementation aspects are provided. To ascertain the real‐world
    applicability, we present an exemplary application involving a double pendulum
    on a cart. The objective is to bring the pendulum arms from the lower stable to
    the upper unstable equilibrium by horizontally moving the cart and subsequently
    stabilize them. In this scenario, we assume that the centrifugal forces, crucial
    to the system dynamics, have not been accurately modeled and must be learned from
    data. Solving the control task took only 5 iterations and 1 h of computation time,
    which surpasses our previous work [2], where we used the purely data‐driven PILCO
    framework and required 27 iterations and 57 h of computation time. The time of
    interaction with the system decreased by  and the computation time is lowered
    by . It demonstrates significant practical applicability for commissioning control systems.</jats:p>
author:
- first_name: Michael
  full_name: Hesse, Michael
  id: '29222'
  last_name: Hesse
- first_name: Luis
  full_name: Schwarzer, Luis
  last_name: Schwarzer
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: Hesse M, Schwarzer L, Timmermann J, Trächtler A. Robust and Efficient Hybrid
    Optimal Control via Gaussian Process Regression and Multiple Shooting With Experimental
    Validation on a Double Pendulum on a Cart. <i>PAMM</i>. 2025;25(2). doi:<a href="https://doi.org/10.1002/pamm.70004">10.1002/pamm.70004</a>
  apa: Hesse, M., Schwarzer, L., Timmermann, J., &#38; Trächtler, A. (2025). Robust
    and Efficient Hybrid Optimal Control via Gaussian Process Regression and Multiple
    Shooting With Experimental Validation on a Double Pendulum on a Cart. <i>PAMM</i>,
    <i>25</i>(2). <a href="https://doi.org/10.1002/pamm.70004">https://doi.org/10.1002/pamm.70004</a>
  bibtex: '@article{Hesse_Schwarzer_Timmermann_Trächtler_2025, title={Robust and Efficient
    Hybrid Optimal Control via Gaussian Process Regression and Multiple Shooting With
    Experimental Validation on a Double Pendulum on a Cart}, volume={25}, DOI={<a
    href="https://doi.org/10.1002/pamm.70004">10.1002/pamm.70004</a>}, number={2},
    journal={PAMM}, publisher={Wiley}, author={Hesse, Michael and Schwarzer, Luis
    and Timmermann, Julia and Trächtler, Ansgar}, year={2025} }'
  chicago: Hesse, Michael, Luis Schwarzer, Julia Timmermann, and Ansgar Trächtler.
    “Robust and Efficient Hybrid Optimal Control via Gaussian Process Regression and
    Multiple Shooting With Experimental Validation on a Double Pendulum on a Cart.”
    <i>PAMM</i> 25, no. 2 (2025). <a href="https://doi.org/10.1002/pamm.70004">https://doi.org/10.1002/pamm.70004</a>.
  ieee: 'M. Hesse, L. Schwarzer, J. Timmermann, and A. Trächtler, “Robust and Efficient
    Hybrid Optimal Control via Gaussian Process Regression and Multiple Shooting With
    Experimental Validation on a Double Pendulum on a Cart,” <i>PAMM</i>, vol. 25,
    no. 2, 2025, doi: <a href="https://doi.org/10.1002/pamm.70004">10.1002/pamm.70004</a>.'
  mla: Hesse, Michael, et al. “Robust and Efficient Hybrid Optimal Control via Gaussian
    Process Regression and Multiple Shooting With Experimental Validation on a Double
    Pendulum on a Cart.” <i>PAMM</i>, vol. 25, no. 2, Wiley, 2025, doi:<a href="https://doi.org/10.1002/pamm.70004">10.1002/pamm.70004</a>.
  short: M. Hesse, L. Schwarzer, J. Timmermann, A. Trächtler, PAMM 25 (2025).
date_created: 2025-04-30T08:18:46Z
date_updated: 2025-09-03T10:35:24Z
department:
- _id: '880'
- _id: '153'
doi: 10.1002/pamm.70004
intvolume: '        25'
issue: '2'
language:
- iso: eng
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: Robust and Efficient Hybrid Optimal Control via Gaussian Process Regression
  and Multiple Shooting With Experimental Validation on a Double Pendulum on a Cart
type: journal_article
user_id: '15402'
volume: 25
year: '2025'
...
---
_id: '52217'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Polycarbonate (PC) is an amorphous
    polymer that is an extremely robust material with a high tenacity, and thus suitable
    for a lightweight construction with glass‐like transparency. Due to these advantageous
    properties, PC is often used in industry for example in medical devices, automotive
    headlamps, sporting equipment, electronics, and a variety of other products. PC
    is often subjected to uniaxial and biaxial loading conditions. Therefore, reliable
    material models have to take into account the various resulting experimental effects.
    For those reasons, we investigate PC specimens under uniaxial and biaxial loading
    by using different stretch rates and loading scenarios. In addition to that, we
    propose methods for optical measurement of local stretches to obtain the approximated
    local true stress. In future work, the displacement fields and the resulting reaction
    forces will be used for parameter identification of constitutive equations.</jats:p>
author:
- first_name: Ayoub
  full_name: Hamdoun, Ayoub
  last_name: Hamdoun
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Hamdoun A, Mahnken R. Experimental investigations of uniaxial and biaxial cold
    stretching within PC‐films and bars using optical measurements. <i>PAMM</i>. Published
    online 2024. doi:<a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>
  apa: Hamdoun, A., &#38; Mahnken, R. (2024). Experimental investigations of uniaxial
    and biaxial cold stretching within PC‐films and bars using optical measurements.
    <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.202300114">https://doi.org/10.1002/pamm.202300114</a>
  bibtex: '@article{Hamdoun_Mahnken_2024, title={Experimental investigations of uniaxial
    and biaxial cold stretching within PC‐films and bars using optical measurements},
    DOI={<a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>},
    journal={PAMM}, publisher={Wiley}, author={Hamdoun, Ayoub and Mahnken, Rolf},
    year={2024} }'
  chicago: Hamdoun, Ayoub, and Rolf Mahnken. “Experimental Investigations of Uniaxial
    and Biaxial Cold Stretching within PC‐films and Bars Using Optical Measurements.”
    <i>PAMM</i>, 2024. <a href="https://doi.org/10.1002/pamm.202300114">https://doi.org/10.1002/pamm.202300114</a>.
  ieee: 'A. Hamdoun and R. Mahnken, “Experimental investigations of uniaxial and biaxial
    cold stretching within PC‐films and bars using optical measurements,” <i>PAMM</i>,
    2024, doi: <a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>.'
  mla: Hamdoun, Ayoub, and Rolf Mahnken. “Experimental Investigations of Uniaxial
    and Biaxial Cold Stretching within PC‐films and Bars Using Optical Measurements.”
    <i>PAMM</i>, Wiley, 2024, doi:<a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>.
  short: A. Hamdoun, R. Mahnken, PAMM (2024).
date_created: 2024-02-29T13:53:13Z
date_updated: 2024-02-29T13:58:38Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202300114
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Experimental investigations of uniaxial and biaxial cold stretching within
  PC‐films and bars using optical measurements
type: journal_article
user_id: '335'
year: '2024'
...
---
_id: '56212'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>To increase the quality of computational
    results for heterogeneous materials like fiber‐reinforced composites with Prandtl–Reuss‐type
    material laws, goal‐oriented measures of the adaptive finite element method coupled
    to model adaptivity is established. The former is an adaptive mesh refinement
    on the macroscale, which allows to control the spatial discretization errors.
    The latter is an efficient combination of a numerically low cost nonuniform transformation
    field analysis (NTFA) and numerically high cost full‐field elasto‐plastic homogenization
    methods on the microscale. The present contribution deals with the application
    of the concept of downwind and upwind approximations to a goal‐oriented a posteriori
    error estimator based on duality techniques by means of reduced order homogenization
    schemes like NTFA, and with accuracy and numerical efficiency of the proposed
    goal‐oriented adaptive framework. NTFA consists of an offline phase and an online
    phase. During the offline phase, some relevant information of the micro system
    under consideration is precomputed allowing a reduced set of equations to be solved
    in the online phase. Thus, NTFA leads to a quite efficient homogenization method
    but less accurate compared to the full‐field homogenization method which is characterized
    with a high computational demand for accounting nonlinear microstructural mechanisms.
    Due to nonlinearities and time‐dependency of plasticity, the estimation of error
    transport and error generation are obtained with a backward‐in‐time dual method
    despite a high demand on memory capacity. In this contribution, the dual problem
    is solved with a forward‐in‐time dual method that allows estimating the full error
    during the resolution of the primal problem without the need for extra memory
    capacity. Several numerical examples illustrate the effectiveness of the proposed
    adaptive approach based on downwind and upwind approximations.</jats:p>
author:
- first_name: Arnold
  full_name: Tchomgue Simeu, Arnold
  id: '83075'
  last_name: Tchomgue Simeu
- first_name: Rolf
  full_name: Mahnken, Rolf
  last_name: Mahnken
citation:
  ama: Tchomgue Simeu A, Mahnken R. Mesh‐ and model adaptivity for NTFA and full‐field
    elasto‐plastic homogenization based on downwind and upwind approximations. <i>PAMM</i>.
    Published online 2024. doi:<a href="https://doi.org/10.1002/pamm.202400074">10.1002/pamm.202400074</a>
  apa: Tchomgue Simeu, A., &#38; Mahnken, R. (2024). Mesh‐ and model adaptivity for
    NTFA and full‐field elasto‐plastic homogenization based on downwind and upwind
    approximations. <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.202400074">https://doi.org/10.1002/pamm.202400074</a>
  bibtex: '@article{Tchomgue Simeu_Mahnken_2024, title={Mesh‐ and model adaptivity
    for NTFA and full‐field elasto‐plastic homogenization based on downwind and upwind
    approximations}, DOI={<a href="https://doi.org/10.1002/pamm.202400074">10.1002/pamm.202400074</a>},
    journal={PAMM}, publisher={Wiley}, author={Tchomgue Simeu, Arnold and Mahnken,
    Rolf}, year={2024} }'
  chicago: Tchomgue Simeu, Arnold, and Rolf Mahnken. “Mesh‐ and Model Adaptivity for
    NTFA and Full‐field Elasto‐plastic Homogenization Based on Downwind and Upwind
    Approximations.” <i>PAMM</i>, 2024. <a href="https://doi.org/10.1002/pamm.202400074">https://doi.org/10.1002/pamm.202400074</a>.
  ieee: 'A. Tchomgue Simeu and R. Mahnken, “Mesh‐ and model adaptivity for NTFA and
    full‐field elasto‐plastic homogenization based on downwind and upwind approximations,”
    <i>PAMM</i>, 2024, doi: <a href="https://doi.org/10.1002/pamm.202400074">10.1002/pamm.202400074</a>.'
  mla: Tchomgue Simeu, Arnold, and Rolf Mahnken. “Mesh‐ and Model Adaptivity for NTFA
    and Full‐field Elasto‐plastic Homogenization Based on Downwind and Upwind Approximations.”
    <i>PAMM</i>, Wiley, 2024, doi:<a href="https://doi.org/10.1002/pamm.202400074">10.1002/pamm.202400074</a>.
  short: A. Tchomgue Simeu, R. Mahnken, PAMM (2024).
date_created: 2024-09-23T11:23:21Z
date_updated: 2024-09-23T11:26:52Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202400074
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Mesh‐ and model adaptivity for NTFA and full‐field elasto‐plastic homogenization
  based on downwind and upwind approximations
type: journal_article
user_id: '85414'
year: '2024'
...
---
_id: '54281'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Polycarbonate (PC) is an amorphous
    polymer that is an extremely robust material with a high tenacity, and thus suitable
    for a lightweight construction with glass‐like transparency. Due to these advantageous
    properties, PC is often used in industry for example in medical devices, automotive
    headlamps, sporting equipment, electronics, and a variety of other products. PC
    is often subjected to uniaxial and biaxial loading conditions. Therefore, reliable
    material models have to take into account the various resulting experimental effects.
    For those reasons, we investigate PC specimens under uniaxial and biaxial loading
    by using different stretch rates and loading scenarios. In addition to that, we
    propose methods for optical measurement of local stretches to obtain the approximated
    local true stress. In future work, the displacement fields and the resulting reaction
    forces will be used for parameter identification of constitutive equations.</jats:p>
author:
- first_name: Ayoub
  full_name: Hamdoun, Ayoub
  id: '57708'
  last_name: Hamdoun
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Hamdoun A, Mahnken R. Experimental investigations of uniaxial and biaxial cold
    stretching within PC‐films and bars using optical measurements. <i>PAMM</i>. Published
    online 2024. doi:<a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>
  apa: Hamdoun, A., &#38; Mahnken, R. (2024). Experimental investigations of uniaxial
    and biaxial cold stretching within PC‐films and bars using optical measurements.
    <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.202300114">https://doi.org/10.1002/pamm.202300114</a>
  bibtex: '@article{Hamdoun_Mahnken_2024, title={Experimental investigations of uniaxial
    and biaxial cold stretching within PC‐films and bars using optical measurements},
    DOI={<a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>},
    journal={PAMM}, publisher={Wiley}, author={Hamdoun, Ayoub and Mahnken, Rolf},
    year={2024} }'
  chicago: Hamdoun, Ayoub, and Rolf Mahnken. “Experimental Investigations of Uniaxial
    and Biaxial Cold Stretching within PC‐films and Bars Using Optical Measurements.”
    <i>PAMM</i>, 2024. <a href="https://doi.org/10.1002/pamm.202300114">https://doi.org/10.1002/pamm.202300114</a>.
  ieee: 'A. Hamdoun and R. Mahnken, “Experimental investigations of uniaxial and biaxial
    cold stretching within PC‐films and bars using optical measurements,” <i>PAMM</i>,
    2024, doi: <a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>.'
  mla: Hamdoun, Ayoub, and Rolf Mahnken. “Experimental Investigations of Uniaxial
    and Biaxial Cold Stretching within PC‐films and Bars Using Optical Measurements.”
    <i>PAMM</i>, Wiley, 2024, doi:<a href="https://doi.org/10.1002/pamm.202300114">10.1002/pamm.202300114</a>.
  short: A. Hamdoun, R. Mahnken, PAMM (2024).
date_created: 2024-05-14T09:06:26Z
date_updated: 2024-09-26T11:25:10Z
department:
- _id: '9'
- _id: '154'
doi: 10.1002/pamm.202300114
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: Experimental investigations of uniaxial and biaxial cold stretching within
  PC‐films and bars using optical measurements
type: journal_article
user_id: '57708'
year: '2024'
...
---
_id: '61412'
abstract:
- lang: eng
  text: '<jats:title>Abstract</jats:title><jats:p>Mechanical clinching is a frequently
    used joining method for technical components. These joints are usually weak spots.
    Here, corrosion and fatigue are decisive influencing factors for the assessment
    of the service life of such joints. Corrosion generally leads to material deterioration
    and thus to premature failure of the joints. Under certain circumstances, however,
    corrosion can lead to an increased fatigue life. While this effect has not yet
    been fully understood, the present work provides a possible explanation and a
    modeling approach to predict the fatigue life of precorroded clinched joints.
    The increased fatigue life is observed when the clinched components are briefly
    (up to 3 weeks) exposed to a salt spray environment. During this time, a small
    layer of corrosion products protrudes from the metal surface and fills the gaps
    between the joined sheets. Due to the increased contact area, the mechanical stress
    in the joint decreases, resulting in an improved fatigue performance. Although
    there are a variety of corrosion phenomena, for example, pitting, intergranular,
    and transgranular corrosion as well as galvanic corrosion, experimental studies
    indicate that galvanic corrosion is the main contributor of this effect. In the
    present work, a coupled electro‐chemo‐mechanical corrosion model is presented
    and applied to two test cases. Case I: corrosion products growth, and Case II:
    corrosion products growth and mechanical loading.</jats:p>'
article_number: e202400028
author:
- first_name: Sven
  full_name: Harzheim, Sven
  last_name: Harzheim
- first_name: Chin
  full_name: Chen, Chin
  id: '114741'
  last_name: Chen
- first_name: Martin
  full_name: Hofmann, Martin
  last_name: Hofmann
- first_name: Thomas
  full_name: Wallmersperger, Thomas
  last_name: Wallmersperger
citation:
  ama: Harzheim S, Chen C, Hofmann M, Wallmersperger T. Coupled chemo‐electro‐mechanical
    model for galvanic corrosion in clinched components. <i>PAMM</i>. 2024;24(4).
    doi:<a href="https://doi.org/10.1002/pamm.202400028">10.1002/pamm.202400028</a>
  apa: Harzheim, S., Chen, C., Hofmann, M., &#38; Wallmersperger, T. (2024). Coupled
    chemo‐electro‐mechanical model for galvanic corrosion in clinched components.
    <i>PAMM</i>, <i>24</i>(4), Article e202400028. <a href="https://doi.org/10.1002/pamm.202400028">https://doi.org/10.1002/pamm.202400028</a>
  bibtex: '@article{Harzheim_Chen_Hofmann_Wallmersperger_2024, title={Coupled chemo‐electro‐mechanical
    model for galvanic corrosion in clinched components}, volume={24}, DOI={<a href="https://doi.org/10.1002/pamm.202400028">10.1002/pamm.202400028</a>},
    number={4e202400028}, journal={PAMM}, publisher={Wiley}, author={Harzheim, Sven
    and Chen, Chin and Hofmann, Martin and Wallmersperger, Thomas}, year={2024} }'
  chicago: Harzheim, Sven, Chin Chen, Martin Hofmann, and Thomas Wallmersperger. “Coupled
    Chemo‐electro‐mechanical Model for Galvanic Corrosion in Clinched Components.”
    <i>PAMM</i> 24, no. 4 (2024). <a href="https://doi.org/10.1002/pamm.202400028">https://doi.org/10.1002/pamm.202400028</a>.
  ieee: 'S. Harzheim, C. Chen, M. Hofmann, and T. Wallmersperger, “Coupled chemo‐electro‐mechanical
    model for galvanic corrosion in clinched components,” <i>PAMM</i>, vol. 24, no.
    4, Art. no. e202400028, 2024, doi: <a href="https://doi.org/10.1002/pamm.202400028">10.1002/pamm.202400028</a>.'
  mla: Harzheim, Sven, et al. “Coupled Chemo‐electro‐mechanical Model for Galvanic
    Corrosion in Clinched Components.” <i>PAMM</i>, vol. 24, no. 4, e202400028, Wiley,
    2024, doi:<a href="https://doi.org/10.1002/pamm.202400028">10.1002/pamm.202400028</a>.
  short: S. Harzheim, C. Chen, M. Hofmann, T. Wallmersperger, PAMM 24 (2024).
date_created: 2025-09-23T11:58:43Z
date_updated: 2026-02-24T15:12:47Z
doi: 10.1002/pamm.202400028
intvolume: '        24'
issue: '4'
language:
- iso: eng
project:
- _id: '132'
  name: TRR 285 - Project Area B
- _id: '142'
  name: TRR 285 - Subproject B03
- _id: '130'
  name: 'TRR 285:  Methodenentwicklung zur mechanischen Fügbarkeit in wandlungsfähigen
    Prozessketten'
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: Coupled chemo‐electro‐mechanical model for galvanic corrosion in clinched components
type: journal_article
user_id: '114741'
volume: 24
year: '2024'
...
---
_id: '60359'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>The free‐surface lattice Boltzmann
    method uses a volume of fluid approach to simulate immiscible two‐fluid flow problems.
    It divides the simulation domain into three distinct phases—gas, fluid, and interface—where
    computation within the gas phase is disregarded. The interface delineates a one‐cell‐thick
    layer between the first two phases, validated physically for implementation in
    the HPC C++ multiphysics framework <jats:sc>waLBerla</jats:sc> but lacking an
    exhaustive performance analysis. This paper aims to shed light on node‐level performance
    on different architectures, employing continuous benchmarking, showing and analyzing
    weak scaling results on a modern HPC cluster, the Fritz supercomputer, and reporting
    energy consumption for the current implementation.</jats:p>
author:
- first_name: Jonas
  full_name: Plewinski, Jonas
  last_name: Plewinski
- first_name: Christoph
  full_name: Alt, Christoph
  id: '100625'
  last_name: Alt
- first_name: Harald
  full_name: Köstler, Harald
  last_name: Köstler
- first_name: Ulrich
  full_name: Rüde, Ulrich
  last_name: Rüde
citation:
  ama: 'Plewinski J, Alt C, Köstler H, Rüde U. Performance analysis of the free surface
    lattice Boltzmann implementation in waLBerla. In: <i>PAMM</i>. Vol 24. Wiley;
    2024. doi:<a href="https://doi.org/10.1002/pamm.202400196">10.1002/pamm.202400196</a>'
  apa: Plewinski, J., Alt, C., Köstler, H., &#38; Rüde, U. (2024). Performance analysis
    of the free surface lattice Boltzmann implementation in waLBerla. <i>PAMM</i>,
    <i>24</i>(3). <a href="https://doi.org/10.1002/pamm.202400196">https://doi.org/10.1002/pamm.202400196</a>
  bibtex: '@inproceedings{Plewinski_Alt_Köstler_Rüde_2024, title={Performance analysis
    of the free surface lattice Boltzmann implementation in waLBerla}, volume={24},
    DOI={<a href="https://doi.org/10.1002/pamm.202400196">10.1002/pamm.202400196</a>},
    number={3}, booktitle={PAMM}, publisher={Wiley}, author={Plewinski, Jonas and
    Alt, Christoph and Köstler, Harald and Rüde, Ulrich}, year={2024} }'
  chicago: Plewinski, Jonas, Christoph Alt, Harald Köstler, and Ulrich Rüde. “Performance
    Analysis of the Free Surface Lattice Boltzmann Implementation in WaLBerla.” In
    <i>PAMM</i>, Vol. 24. Wiley, 2024. <a href="https://doi.org/10.1002/pamm.202400196">https://doi.org/10.1002/pamm.202400196</a>.
  ieee: 'J. Plewinski, C. Alt, H. Köstler, and U. Rüde, “Performance analysis of the
    free surface lattice Boltzmann implementation in waLBerla,” in <i>PAMM</i>, 2024,
    vol. 24, no. 3, doi: <a href="https://doi.org/10.1002/pamm.202400196">10.1002/pamm.202400196</a>.'
  mla: Plewinski, Jonas, et al. “Performance Analysis of the Free Surface Lattice
    Boltzmann Implementation in WaLBerla.” <i>PAMM</i>, vol. 24, no. 3, Wiley, 2024,
    doi:<a href="https://doi.org/10.1002/pamm.202400196">10.1002/pamm.202400196</a>.
  short: 'J. Plewinski, C. Alt, H. Köstler, U. Rüde, in: PAMM, Wiley, 2024.'
date_created: 2025-06-24T14:01:15Z
date_updated: 2025-06-24T14:04:05Z
doi: 10.1002/pamm.202400196
intvolume: '        24'
issue: '3'
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: Performance analysis of the free surface lattice Boltzmann implementation in
  waLBerla
type: conference
user_id: '100625'
volume: 24
year: '2024'
...
---
_id: '57893'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Control engineering applications
    usually require a model that accurately represents the dynamics of the system.
    In addition to classical physical modeling, powerful data‐driven approaches are
    gaining popularity. However, the resulting models may not be ideal for control
    design due to their black‐box structure, which inherently limits interpretability.
    Formulating the system dynamics in port‐Hamiltonian form is highly beneficial,
    as its valuable property of passivity enables the straightforward design of globally
    stable controllers while ensuring physical interpretability. In a recently published
    article, we presented a method for data‐driven inference of port‐Hamiltonian models
    for complex mechatronic systems, requiring only fundamental physical prior knowledge.
    The resulting models accurately represent the nonlinear dynamics of the considered
    systems and are physically interpretable. In this contribution, we advance our
    previous work by including two key elements. Firstly, we demonstrate the application
    of the above described data‐driven PCHD models for controller design. Preserving
    the port‐Hamiltonian form in the closed loop not only guarantees global stability
    and robustness but also ensures desired speed and damping characteristics. Since
    control systems based on output measurements, which are continuously measured
    during operation due to the feedback structure, we secondly aim to use this data.
    Thus, we augment the existing modeling strategy with an intelligent adaptation
    approach to address uncertainties and (un)predictable system changes in mechatronic
    systems throughout their lifecycle, such as the installation of new components,
    wear, or temperature fluctuations during operation. Our proposed algorithm for
    recursively calculated data‐driven port‐Hamiltonian models utilizes a least‐squares
    approach with extensions such as automatically adjusting the forgetting factor
    and controlling the covariance matrix trace. We demonstrate the results through
    model‐based application on an academic example and experimental validation on
    a test bench.</jats:p>
author:
- first_name: Annika
  full_name: Junker, Annika
  id: '41470'
  last_name: Junker
  orcid: 0009-0002-6475-2503
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
- first_name: Ansgar
  full_name: Trächtler, Ansgar
  id: '552'
  last_name: Trächtler
citation:
  ama: Junker A, Timmermann J, Trächtler A. Adaptive Data‐Driven Models in Port‐Hamiltonian
    Form for Control Design. <i>PAMM</i>. 2024;25(1). doi:<a href="https://doi.org/10.1002/pamm.202400154">10.1002/pamm.202400154</a>
  apa: Junker, A., Timmermann, J., &#38; Trächtler, A. (2024). Adaptive Data‐Driven
    Models in Port‐Hamiltonian Form for Control Design. <i>PAMM</i>, <i>25</i>(1).
    <a href="https://doi.org/10.1002/pamm.202400154">https://doi.org/10.1002/pamm.202400154</a>
  bibtex: '@article{Junker_Timmermann_Trächtler_2024, title={Adaptive Data‐Driven
    Models in Port‐Hamiltonian Form for Control Design}, volume={25}, DOI={<a href="https://doi.org/10.1002/pamm.202400154">10.1002/pamm.202400154</a>},
    number={1}, journal={PAMM}, publisher={Wiley}, author={Junker, Annika and Timmermann,
    Julia and Trächtler, Ansgar}, year={2024} }'
  chicago: Junker, Annika, Julia Timmermann, and Ansgar Trächtler. “Adaptive Data‐Driven
    Models in Port‐Hamiltonian Form for Control Design.” <i>PAMM</i> 25, no. 1 (2024).
    <a href="https://doi.org/10.1002/pamm.202400154">https://doi.org/10.1002/pamm.202400154</a>.
  ieee: 'A. Junker, J. Timmermann, and A. Trächtler, “Adaptive Data‐Driven Models
    in Port‐Hamiltonian Form for Control Design,” <i>PAMM</i>, vol. 25, no. 1, 2024,
    doi: <a href="https://doi.org/10.1002/pamm.202400154">10.1002/pamm.202400154</a>.'
  mla: Junker, Annika, et al. “Adaptive Data‐Driven Models in Port‐Hamiltonian Form
    for Control Design.” <i>PAMM</i>, vol. 25, no. 1, Wiley, 2024, doi:<a href="https://doi.org/10.1002/pamm.202400154">10.1002/pamm.202400154</a>.
  short: A. Junker, J. Timmermann, A. Trächtler, PAMM 25 (2024).
date_created: 2025-01-01T16:11:38Z
date_updated: 2025-09-03T09:33:23Z
department:
- _id: '153'
- _id: '880'
doi: 10.1002/pamm.202400154
intvolume: '        25'
issue: '1'
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://onlinelibrary.wiley.com/doi/epdf/10.1002/pamm.202400154
oa: '1'
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Adaptive Data‐Driven Models in Port‐Hamiltonian Form for Control Design
type: journal_article
user_id: '15402'
volume: 25
year: '2024'
...
---
_id: '59051'
abstract:
- lang: eng
  text: 'Model‐based state observers require high‐quality models to deliver accurate
    state estimates. However, due to time or cost shortage, modeling simplifications
    or numerical issues, models often have severe inaccuracies that may lead to insufficient
    and deficient control. Instead of attempting to iteratively model these deviations,
    we address the challenge by the concept of joint estimation. Thus, we assume a
    linear combination of suitable functions to approximate the inaccuracies. The
    parameters of the linear combination are supposed to be time invariant and augment
    the model''s state. Subsequently, the parameters can be identified simultaneously
    to the states within the observer. Referring to the principle of Occam''s razor,
    the parameters are claimed to be sparse. Our former work shows that estimating
    states and model inaccuracies simultaneously by a sparsity promoting unscented
    Kalman filter yields not only high accuracy but also provides interpretable representations
    of underlying inaccuracies. Based on this work, our contribution is twofold: First,
    we apply our approach finally on a real‐world test bench, namely a golf robot.
    Within the experimental setting, we investigate closed loop behavior as well as
    how suitable functions need to be chosen to approximate the inaccuracies in a
    physically interpretable way. Results do not only provide high state estimation
    accuracy but also meaningful insights into the system''s inaccuracies. Second,
    we discuss and establish a method to automatically adapt and update the model
    based on collected data of the linear combination during operation. Examining
    past parameter estimates by principal component analysis, a moving window is utilized
    to extract the most dominant functions. These are kept characterizing the model
    inaccuracies, while nondominant functions are automatically neglected and refilled
    with novel function candidates. After analysis and rebuilding, this updated function
    set is subsequently fed back into the joint estimation loop and deployed for further
    estimation. Hence, we give a holistic paradigm of how to analyze and combat model
    inaccuracies while ensuring high state estimation accuracy. Within this setting,
    we once more investigate closed loop behavior and yield promising results. In
    conclusion, we show that the proposed observer provides a helpful tool to guarantee
    high estimation accuracy for models with severe inaccuracies or for situations
    with occurring deviations during operation, for example, due to mechanical wear
    or temperature changes.</jats:p>'
author:
- first_name: Ricarda-Samantha
  full_name: Götte, Ricarda-Samantha
  id: '43992'
  last_name: Götte
- first_name: Julia
  full_name: Timmermann, Julia
  id: '15402'
  last_name: Timmermann
citation:
  ama: Götte R-S, Timmermann J. Online Learning With Joint State and Model Estimation.
    <i>PAMM</i>. 2024;25(1). doi:<a href="https://doi.org/10.1002/pamm.202400080">10.1002/pamm.202400080</a>
  apa: Götte, R.-S., &#38; Timmermann, J. (2024). Online Learning With Joint State
    and Model Estimation. <i>PAMM</i>, <i>25</i>(1). <a href="https://doi.org/10.1002/pamm.202400080">https://doi.org/10.1002/pamm.202400080</a>
  bibtex: '@article{Götte_Timmermann_2024, title={Online Learning With Joint State
    and Model Estimation}, volume={25}, DOI={<a href="https://doi.org/10.1002/pamm.202400080">10.1002/pamm.202400080</a>},
    number={1}, journal={PAMM}, publisher={Wiley}, author={Götte, Ricarda-Samantha
    and Timmermann, Julia}, year={2024} }'
  chicago: Götte, Ricarda-Samantha, and Julia Timmermann. “Online Learning With Joint
    State and Model Estimation.” <i>PAMM</i> 25, no. 1 (2024). <a href="https://doi.org/10.1002/pamm.202400080">https://doi.org/10.1002/pamm.202400080</a>.
  ieee: 'R.-S. Götte and J. Timmermann, “Online Learning With Joint State and Model
    Estimation,” <i>PAMM</i>, vol. 25, no. 1, 2024, doi: <a href="https://doi.org/10.1002/pamm.202400080">10.1002/pamm.202400080</a>.'
  mla: Götte, Ricarda-Samantha, and Julia Timmermann. “Online Learning With Joint
    State and Model Estimation.” <i>PAMM</i>, vol. 25, no. 1, Wiley, 2024, doi:<a
    href="https://doi.org/10.1002/pamm.202400080">10.1002/pamm.202400080</a>.
  short: R.-S. Götte, J. Timmermann, PAMM 25 (2024).
date_created: 2025-03-17T07:06:12Z
date_updated: 2025-09-03T10:36:10Z
department:
- _id: '153'
- _id: '880'
doi: 10.1002/pamm.202400080
intvolume: '        25'
issue: '1'
language:
- iso: eng
project:
- _id: '690'
  name: 'DART: Datengetriebene Methoden in der Regelungstechnik'
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: Online Learning With Joint State and Model Estimation
type: journal_article
user_id: '15402'
volume: 25
year: '2024'
...
---
_id: '48464'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Initial value problems can be solved
    efficiently by means of Runge–Kutta algorithms with adaptive step size control.
    Diagonally implicit Runge–Kutta (DIRK) methods are the most popular class among
    the diverse family of Runge–Kutta algorithms. In this paper, the novel class of
    low‐order explicit last‐stage diagonally implicit Runge–Kutta (ELDIRK) methods
    are explored, which combine implicit schemes with an additional explicit evaluation
    as an explicit last stage. ELDIRK Butcher tableaus are used to control embedded
    RK methods to obtain solutions of different orders. The lower‐order solution is
    obtained by classical implicit RK stages and the higher‐order solution is obtained
    by additional explicit evaluation. As a result, a significant reduction in computational
    cost is achieved by skipping the iterative solution of nonlinear systems for the
    additional step. The examination of the heat problem and the use of the innovative
    Butcher tableau in the finite‐element method are the main contributions of this
    work. Thus, it is possible to establish adaptive step size control for the new
    low‐order embedded methods based on an empirical method for error estimation.
    Two‐dimensional simulations are used to show an appropriate algorithm for the
    ELDIRK schemes. The new Runge–Kutta schemes' predictions of higher‐order convergence
    are confirmed, and their successful outcomes are illustrated.</jats:p>
author:
- first_name: Hendrik
  full_name: Westermann, Hendrik
  id: '60816'
  last_name: Westermann
  orcid: 0000-0002-5034-9708
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Westermann H, Mahnken R. Numerical investigations of new low‐order explicit
    last stage diagonal implicit Runge–Kutta schemes with the finite‐element method.
    <i>PAMM</i>. 2023;23(2). doi:<a href="https://doi.org/10.1002/pamm.202300071">10.1002/pamm.202300071</a>
  apa: Westermann, H., &#38; Mahnken, R. (2023). Numerical investigations of new low‐order
    explicit last stage diagonal implicit Runge–Kutta schemes with the finite‐element
    method. <i>PAMM</i>, <i>23</i>(2). <a href="https://doi.org/10.1002/pamm.202300071">https://doi.org/10.1002/pamm.202300071</a>
  bibtex: '@article{Westermann_Mahnken_2023, title={Numerical investigations of new
    low‐order explicit last stage diagonal implicit Runge–Kutta schemes with the finite‐element
    method}, volume={23}, DOI={<a href="https://doi.org/10.1002/pamm.202300071">10.1002/pamm.202300071</a>},
    number={2}, journal={PAMM}, publisher={Wiley}, author={Westermann, Hendrik and
    Mahnken, Rolf}, year={2023} }'
  chicago: Westermann, Hendrik, and Rolf Mahnken. “Numerical Investigations of New
    Low‐order Explicit Last Stage Diagonal Implicit Runge–Kutta Schemes with the Finite‐element
    Method.” <i>PAMM</i> 23, no. 2 (2023). <a href="https://doi.org/10.1002/pamm.202300071">https://doi.org/10.1002/pamm.202300071</a>.
  ieee: 'H. Westermann and R. Mahnken, “Numerical investigations of new low‐order
    explicit last stage diagonal implicit Runge–Kutta schemes with the finite‐element
    method,” <i>PAMM</i>, vol. 23, no. 2, 2023, doi: <a href="https://doi.org/10.1002/pamm.202300071">10.1002/pamm.202300071</a>.'
  mla: Westermann, Hendrik, and Rolf Mahnken. “Numerical Investigations of New Low‐order
    Explicit Last Stage Diagonal Implicit Runge–Kutta Schemes with the Finite‐element
    Method.” <i>PAMM</i>, vol. 23, no. 2, Wiley, 2023, doi:<a href="https://doi.org/10.1002/pamm.202300071">10.1002/pamm.202300071</a>.
  short: H. Westermann, R. Mahnken, PAMM 23 (2023).
date_created: 2023-10-25T10:46:57Z
date_updated: 2023-11-07T14:34:44Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202300071
intvolume: '        23'
issue: '2'
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Numerical investigations of new low‐order explicit last stage diagonal implicit
  Runge–Kutta schemes with the finite‐element method
type: journal_article
user_id: '335'
volume: 23
year: '2023'
...
---
_id: '49866'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>The use of heterogeneous materials,
    such as composites with Prandtl‐Reuss‐type material laws, has increased in industrial
    praxis, making finite element modeling with homogenization techniques a well‐accepted
    tool. These methods are particularly advantageous to account for microstructural
    mechanisms which can be related to nonlinearities and time‐dependency due to elasto‐plasticity
    behavior. However, their advantages are diminished by increasing computational
    demand. The present contribution deals with the balance of accuracy and numerical
    efficiency of nonlinear homogenization associated with a framework of goal‐oriented
    adaptivity, which takes into account error accumulation over time. To this end,
    model adaptivity of homogenization methods is coupled to mesh adaptivity on the
    macro scale. Our new proposed adaptive procedure is driven by a goal‐oriented
    a posteriori error estimator based on duality techniques using downwind and upwind
    approximations. Due to nonlinearities and time‐dependency of the plasticity, the
    estimation of error transport and error generation is obtained with a backward‐in‐time
    dual method despite a high demand on memory capacity. In this contribution, the
    dual problem is solved with a forward‐in‐time dual method that allows estimating
    the full error during the resolution of the primal problem without the need for
    extra memory capacity. Finally, a numerical example illustrates the effectiveness
    of the proposed adaptive approach.</jats:p>
author:
- first_name: Arnold
  full_name: Tchomgue Simeu, Arnold
  id: '83075'
  last_name: Tchomgue Simeu
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Tchomgue Simeu A, Mahnken R. Downwind and upwind approximations for mesh and
    model adaptivity of elasto‐plastic composites. <i>PAMM</i>. Published online 2023.
    doi:<a href="https://doi.org/10.1002/pamm.202300136">10.1002/pamm.202300136</a>
  apa: Tchomgue Simeu, A., &#38; Mahnken, R. (2023). Downwind and upwind approximations
    for mesh and model adaptivity of elasto‐plastic composites. <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.202300136">https://doi.org/10.1002/pamm.202300136</a>
  bibtex: '@article{Tchomgue Simeu_Mahnken_2023, title={Downwind and upwind approximations
    for mesh and model adaptivity of elasto‐plastic composites}, DOI={<a href="https://doi.org/10.1002/pamm.202300136">10.1002/pamm.202300136</a>},
    journal={PAMM}, publisher={Wiley}, author={Tchomgue Simeu, Arnold and Mahnken,
    Rolf}, year={2023} }'
  chicago: Tchomgue Simeu, Arnold, and Rolf Mahnken. “Downwind and Upwind Approximations
    for Mesh and Model Adaptivity of Elasto‐plastic Composites.” <i>PAMM</i>, 2023.
    <a href="https://doi.org/10.1002/pamm.202300136">https://doi.org/10.1002/pamm.202300136</a>.
  ieee: 'A. Tchomgue Simeu and R. Mahnken, “Downwind and upwind approximations for
    mesh and model adaptivity of elasto‐plastic composites,” <i>PAMM</i>, 2023, doi:
    <a href="https://doi.org/10.1002/pamm.202300136">10.1002/pamm.202300136</a>.'
  mla: Tchomgue Simeu, Arnold, and Rolf Mahnken. “Downwind and Upwind Approximations
    for Mesh and Model Adaptivity of Elasto‐plastic Composites.” <i>PAMM</i>, Wiley,
    2023, doi:<a href="https://doi.org/10.1002/pamm.202300136">10.1002/pamm.202300136</a>.
  short: A. Tchomgue Simeu, R. Mahnken, PAMM (2023).
date_created: 2023-12-19T12:20:05Z
date_updated: 2023-12-19T12:20:51Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202300136
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Downwind and upwind approximations for mesh and model adaptivity of elasto‐plastic
  composites
type: journal_article
user_id: '335'
year: '2023'
...
---
_id: '52219'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Cold‐box sand (CBS) belongs to the
    granular materials and consists of sand and a binder. The behavior of CBS is simulated
    with a micropolar model, whereby the additional degree of freedom of the model
    describes the rotation of the sand grains. The model is used to generate a shear
    band under pressure for three different meshes, where the force‐displacement curves
    of the three meshes converge so that no mesh dependence occurs. Another requirement
    of the model is the consideration of asymmetric behavior for compression and tension.
    Due to the additional degree of freedom the implicit implementation of the micropolar
    continuum is very time‐consuming. Therefore, an explicit implementation is considered
    as an alternative possibility. This paper compares the advantages and disadvantages
    of both methods and the results for both calculations.</jats:p>
author:
- first_name: Alexander
  full_name: Börger, Alexander
  last_name: Börger
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Börger A, Mahnken R. A micropolar model accounting for asymmetric behavior
    of cold‐box sand in relation to tensile and compression tests. <i>PAMM</i>. Published
    online 2023. doi:<a href="https://doi.org/10.1002/pamm.202300126">10.1002/pamm.202300126</a>
  apa: Börger, A., &#38; Mahnken, R. (2023). A micropolar model accounting for asymmetric
    behavior of cold‐box sand in relation to tensile and compression tests. <i>PAMM</i>.
    <a href="https://doi.org/10.1002/pamm.202300126">https://doi.org/10.1002/pamm.202300126</a>
  bibtex: '@article{Börger_Mahnken_2023, title={A micropolar model accounting for
    asymmetric behavior of cold‐box sand in relation to tensile and compression tests},
    DOI={<a href="https://doi.org/10.1002/pamm.202300126">10.1002/pamm.202300126</a>},
    journal={PAMM}, publisher={Wiley}, author={Börger, Alexander and Mahnken, Rolf},
    year={2023} }'
  chicago: Börger, Alexander, and Rolf Mahnken. “A Micropolar Model Accounting for
    Asymmetric Behavior of Cold‐box Sand in Relation to Tensile and Compression Tests.”
    <i>PAMM</i>, 2023. <a href="https://doi.org/10.1002/pamm.202300126">https://doi.org/10.1002/pamm.202300126</a>.
  ieee: 'A. Börger and R. Mahnken, “A micropolar model accounting for asymmetric behavior
    of cold‐box sand in relation to tensile and compression tests,” <i>PAMM</i>, 2023,
    doi: <a href="https://doi.org/10.1002/pamm.202300126">10.1002/pamm.202300126</a>.'
  mla: Börger, Alexander, and Rolf Mahnken. “A Micropolar Model Accounting for Asymmetric
    Behavior of Cold‐box Sand in Relation to Tensile and Compression Tests.” <i>PAMM</i>,
    Wiley, 2023, doi:<a href="https://doi.org/10.1002/pamm.202300126">10.1002/pamm.202300126</a>.
  short: A. Börger, R. Mahnken, PAMM (2023).
date_created: 2024-02-29T13:59:12Z
date_updated: 2024-02-29T13:59:31Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202300126
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: A micropolar model accounting for asymmetric behavior of cold‐box sand in relation
  to tensile and compression tests
type: journal_article
user_id: '335'
year: '2023'
...
---
_id: '54282'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Stretching of polycarbonate films
    leads to the formation of shear bands in the necking zone [1]. Standard viscoplastic
    material models render mesh size dependent results, which requires a mathematical
    regularization. To this end, we present a finite strain gradient theory for a
    viscoplastic, isotropic material model where we extend the model presented in
    [2] to a micromorphic model by introducing a new micromorphic variable as an additional
    degree of freedom with its first gradient [3, 4]. The variable here has the meaning
    of a micro plastic strain, and is coupled with the macro plastic by a micro penalty
    term, forcing the macro‐plastic strain to be close to the micro‐plastic strain
    for the targeted shear band regularization effect. We have implemented the model
    equations as a three dimensional initial boundary value problem in an in house
    FE‐tool, to simulate different geometries with different thickness and to compare
    it the experimental tests. The analysis is performed for a uniaxial tensile geometry
    as well as for a biaxial tensile geometry. The numerical examples show the ability
    of the model to regularize the shear bands and solve the problem of localization.</jats:p>
author:
- first_name: Ayoub
  full_name: Hamdoun, Ayoub
  id: '57708'
  last_name: Hamdoun
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Hamdoun A, Mahnken R. A finite strain gradient theory for viscoplasticity by
    means of micromorphic regularization. <i>PAMM</i>. 2023;22(1). doi:<a href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>
  apa: Hamdoun, A., &#38; Mahnken, R. (2023). A finite strain gradient theory for
    viscoplasticity by means of micromorphic regularization. <i>PAMM</i>, <i>22</i>(1).
    <a href="https://doi.org/10.1002/pamm.202200074">https://doi.org/10.1002/pamm.202200074</a>
  bibtex: '@article{Hamdoun_Mahnken_2023, title={A finite strain gradient theory for
    viscoplasticity by means of micromorphic regularization}, volume={22}, DOI={<a
    href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>}, number={1},
    journal={PAMM}, publisher={Wiley}, author={Hamdoun, Ayoub and Mahnken, Rolf},
    year={2023} }'
  chicago: Hamdoun, Ayoub, and Rolf Mahnken. “A Finite Strain Gradient Theory for
    Viscoplasticity by Means of Micromorphic Regularization.” <i>PAMM</i> 22, no.
    1 (2023). <a href="https://doi.org/10.1002/pamm.202200074">https://doi.org/10.1002/pamm.202200074</a>.
  ieee: 'A. Hamdoun and R. Mahnken, “A finite strain gradient theory for viscoplasticity
    by means of micromorphic regularization,” <i>PAMM</i>, vol. 22, no. 1, 2023, doi:
    <a href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>.'
  mla: Hamdoun, Ayoub, and Rolf Mahnken. “A Finite Strain Gradient Theory for Viscoplasticity
    by Means of Micromorphic Regularization.” <i>PAMM</i>, vol. 22, no. 1, Wiley,
    2023, doi:<a href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>.
  short: A. Hamdoun, R. Mahnken, PAMM 22 (2023).
date_created: 2024-05-14T09:06:38Z
date_updated: 2024-05-14T09:15:38Z
doi: 10.1002/pamm.202200074
intvolume: '        22'
issue: '1'
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
status: public
title: A finite strain gradient theory for viscoplasticity by means of micromorphic
  regularization
type: journal_article
user_id: '57708'
volume: 22
year: '2023'
...
---
_id: '44888'
author:
- first_name: Peter
  full_name: Lenz, Peter
  last_name: Lenz
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Lenz P, Mahnken R. Thermo‐chemo‐mechanical modelling of a curing process combined
    with mean‐field homogenization methods at large strains. <i>PAMM</i>. 2023;22(1).
    doi:<a href="https://doi.org/10.1002/pamm.202200214">10.1002/pamm.202200214</a>
  apa: Lenz, P., &#38; Mahnken, R. (2023). Thermo‐chemo‐mechanical modelling of a
    curing process combined with mean‐field homogenization methods at large strains.
    <i>PAMM</i>, <i>22</i>(1). <a href="https://doi.org/10.1002/pamm.202200214">https://doi.org/10.1002/pamm.202200214</a>
  bibtex: '@article{Lenz_Mahnken_2023, title={Thermo‐chemo‐mechanical modelling of
    a curing process combined with mean‐field homogenization methods at large strains},
    volume={22}, DOI={<a href="https://doi.org/10.1002/pamm.202200214">10.1002/pamm.202200214</a>},
    number={1}, journal={PAMM}, publisher={Wiley}, author={Lenz, Peter and Mahnken,
    Rolf}, year={2023} }'
  chicago: Lenz, Peter, and Rolf Mahnken. “Thermo‐chemo‐mechanical Modelling of a
    Curing Process Combined with Mean‐field Homogenization Methods at Large Strains.”
    <i>PAMM</i> 22, no. 1 (2023). <a href="https://doi.org/10.1002/pamm.202200214">https://doi.org/10.1002/pamm.202200214</a>.
  ieee: 'P. Lenz and R. Mahnken, “Thermo‐chemo‐mechanical modelling of a curing process
    combined with mean‐field homogenization methods at large strains,” <i>PAMM</i>,
    vol. 22, no. 1, 2023, doi: <a href="https://doi.org/10.1002/pamm.202200214">10.1002/pamm.202200214</a>.'
  mla: Lenz, Peter, and Rolf Mahnken. “Thermo‐chemo‐mechanical Modelling of a Curing
    Process Combined with Mean‐field Homogenization Methods at Large Strains.” <i>PAMM</i>,
    vol. 22, no. 1, Wiley, 2023, doi:<a href="https://doi.org/10.1002/pamm.202200214">10.1002/pamm.202200214</a>.
  short: P. Lenz, R. Mahnken, PAMM 22 (2023).
date_created: 2023-05-16T12:15:44Z
date_updated: 2023-05-16T12:17:50Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202200214
intvolume: '        22'
issue: '1'
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Thermo‐chemo‐mechanical modelling of a curing process combined with mean‐field
  homogenization methods at large strains
type: journal_article
user_id: '335'
volume: 22
year: '2023'
...
---
_id: '44891'
author:
- first_name: Hendrik
  full_name: Westermann, Hendrik
  id: '60816'
  last_name: Westermann
  orcid: 0000-0002-5034-9708
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Westermann H, Mahnken R. A thermodynamic framework for the phase‐field approach
    considering carbide precipitation during phase transformations. <i>PAMM</i>. 2023;22(1).
    doi:<a href="https://doi.org/10.1002/pamm.202200080">10.1002/pamm.202200080</a>
  apa: Westermann, H., &#38; Mahnken, R. (2023). A thermodynamic framework for the
    phase‐field approach considering carbide precipitation during phase transformations.
    <i>PAMM</i>, <i>22</i>(1). <a href="https://doi.org/10.1002/pamm.202200080">https://doi.org/10.1002/pamm.202200080</a>
  bibtex: '@article{Westermann_Mahnken_2023, title={A thermodynamic framework for
    the phase‐field approach considering carbide precipitation during phase transformations},
    volume={22}, DOI={<a href="https://doi.org/10.1002/pamm.202200080">10.1002/pamm.202200080</a>},
    number={1}, journal={PAMM}, publisher={Wiley}, author={Westermann, Hendrik and
    Mahnken, Rolf}, year={2023} }'
  chicago: Westermann, Hendrik, and Rolf Mahnken. “A Thermodynamic Framework for the
    Phase‐field Approach Considering Carbide Precipitation during Phase Transformations.”
    <i>PAMM</i> 22, no. 1 (2023). <a href="https://doi.org/10.1002/pamm.202200080">https://doi.org/10.1002/pamm.202200080</a>.
  ieee: 'H. Westermann and R. Mahnken, “A thermodynamic framework for the phase‐field
    approach considering carbide precipitation during phase transformations,” <i>PAMM</i>,
    vol. 22, no. 1, 2023, doi: <a href="https://doi.org/10.1002/pamm.202200080">10.1002/pamm.202200080</a>.'
  mla: Westermann, Hendrik, and Rolf Mahnken. “A Thermodynamic Framework for the Phase‐field
    Approach Considering Carbide Precipitation during Phase Transformations.” <i>PAMM</i>,
    vol. 22, no. 1, Wiley, 2023, doi:<a href="https://doi.org/10.1002/pamm.202200080">10.1002/pamm.202200080</a>.
  short: H. Westermann, R. Mahnken, PAMM 22 (2023).
date_created: 2023-05-16T12:20:19Z
date_updated: 2023-05-16T12:21:15Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202200080
intvolume: '        22'
issue: '1'
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: A thermodynamic framework for the phase‐field approach considering carbide
  precipitation during phase transformations
type: journal_article
user_id: '335'
volume: 22
year: '2023'
...
---
_id: '44892'
author:
- first_name: Ayoub
  full_name: Hamdoun, Ayoub
  last_name: Hamdoun
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Hamdoun A, Mahnken R. A finite strain gradient theory for viscoplasticity by
    means of micromorphic regularization. <i>PAMM</i>. 2023;22(1). doi:<a href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>
  apa: Hamdoun, A., &#38; Mahnken, R. (2023). A finite strain gradient theory for
    viscoplasticity by means of micromorphic regularization. <i>PAMM</i>, <i>22</i>(1).
    <a href="https://doi.org/10.1002/pamm.202200074">https://doi.org/10.1002/pamm.202200074</a>
  bibtex: '@article{Hamdoun_Mahnken_2023, title={A finite strain gradient theory for
    viscoplasticity by means of micromorphic regularization}, volume={22}, DOI={<a
    href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>}, number={1},
    journal={PAMM}, publisher={Wiley}, author={Hamdoun, Ayoub and Mahnken, Rolf},
    year={2023} }'
  chicago: Hamdoun, Ayoub, and Rolf Mahnken. “A Finite Strain Gradient Theory for
    Viscoplasticity by Means of Micromorphic Regularization.” <i>PAMM</i> 22, no.
    1 (2023). <a href="https://doi.org/10.1002/pamm.202200074">https://doi.org/10.1002/pamm.202200074</a>.
  ieee: 'A. Hamdoun and R. Mahnken, “A finite strain gradient theory for viscoplasticity
    by means of micromorphic regularization,” <i>PAMM</i>, vol. 22, no. 1, 2023, doi:
    <a href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>.'
  mla: Hamdoun, Ayoub, and Rolf Mahnken. “A Finite Strain Gradient Theory for Viscoplasticity
    by Means of Micromorphic Regularization.” <i>PAMM</i>, vol. 22, no. 1, Wiley,
    2023, doi:<a href="https://doi.org/10.1002/pamm.202200074">10.1002/pamm.202200074</a>.
  short: A. Hamdoun, R. Mahnken, PAMM 22 (2023).
date_created: 2023-05-16T12:21:32Z
date_updated: 2023-05-16T12:23:15Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202200074
intvolume: '        22'
issue: '1'
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: A finite strain gradient theory for viscoplasticity by means of micromorphic
  regularization
type: journal_article
user_id: '335'
volume: 22
year: '2023'
...
---
_id: '44890'
author:
- first_name: Arnold
  full_name: Tchomgue Simeu, Arnold
  id: '83075'
  last_name: Tchomgue Simeu
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Tchomgue Simeu A, Mahnken R. Goal‐oriented adaptivity based on a model hierarchy
    of mean‐field and full‐field homogenization methods in elasto‐plasticity. <i>PAMM</i>.
    2023;22(1). doi:<a href="https://doi.org/10.1002/pamm.202200053">10.1002/pamm.202200053</a>
  apa: Tchomgue Simeu, A., &#38; Mahnken, R. (2023). Goal‐oriented adaptivity based
    on a model hierarchy of mean‐field and full‐field homogenization methods in elasto‐plasticity.
    <i>PAMM</i>, <i>22</i>(1). <a href="https://doi.org/10.1002/pamm.202200053">https://doi.org/10.1002/pamm.202200053</a>
  bibtex: '@article{Tchomgue Simeu_Mahnken_2023, title={Goal‐oriented adaptivity based
    on a model hierarchy of mean‐field and full‐field homogenization methods in elasto‐plasticity},
    volume={22}, DOI={<a href="https://doi.org/10.1002/pamm.202200053">10.1002/pamm.202200053</a>},
    number={1}, journal={PAMM}, publisher={Wiley}, author={Tchomgue Simeu, Arnold
    and Mahnken, Rolf}, year={2023} }'
  chicago: Tchomgue Simeu, Arnold, and Rolf Mahnken. “Goal‐oriented Adaptivity Based
    on a Model Hierarchy of Mean‐field and Full‐field Homogenization Methods in Elasto‐plasticity.”
    <i>PAMM</i> 22, no. 1 (2023). <a href="https://doi.org/10.1002/pamm.202200053">https://doi.org/10.1002/pamm.202200053</a>.
  ieee: 'A. Tchomgue Simeu and R. Mahnken, “Goal‐oriented adaptivity based on a model
    hierarchy of mean‐field and full‐field homogenization methods in elasto‐plasticity,”
    <i>PAMM</i>, vol. 22, no. 1, 2023, doi: <a href="https://doi.org/10.1002/pamm.202200053">10.1002/pamm.202200053</a>.'
  mla: Tchomgue Simeu, Arnold, and Rolf Mahnken. “Goal‐oriented Adaptivity Based on
    a Model Hierarchy of Mean‐field and Full‐field Homogenization Methods in Elasto‐plasticity.”
    <i>PAMM</i>, vol. 22, no. 1, Wiley, 2023, doi:<a href="https://doi.org/10.1002/pamm.202200053">10.1002/pamm.202200053</a>.
  short: A. Tchomgue Simeu, R. Mahnken, PAMM 22 (2023).
date_created: 2023-05-16T12:18:15Z
date_updated: 2023-05-25T10:02:34Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202200053
intvolume: '        22'
issue: '1'
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Goal‐oriented adaptivity based on a model hierarchy of mean‐field and full‐field
  homogenization methods in elasto‐plasticity
type: journal_article
user_id: '335'
volume: 22
year: '2023'
...
---
_id: '46813'
abstract:
- lang: eng
  text: Modelling of dynamic systems plays an important role in many engineering disciplines.
    Two different approaches are physical modelling and data‐driven modelling, both
    of which have their respective advantages and disadvantages. By combining these
    two approaches, hybrid models can be created in which the respective disadvantages
    are mitigated, with discrepancy models being a particular subclass. Here, the
    basic system behaviour is described physically, that is, in the form of differential
    equations. Inaccuracies resulting from insufficient modelling or numerics lead
    to a discrepancy between the measurements and the model, which can be compensated
    by a data‐driven error correction term. Since discrepancy methods still require
    a large amount of measurement data, this paper investigates the extent to which
    a single discrepancy model can be trained for a physical model with additional
    parameter dependencies without the need for retraining. As an example, a damped
    electromagnetic oscillating circuit is used. The physical model is realised by
    a differential equation describing the electric current, considering only inductance
    and capacitance; dissipation due to resistance is neglected. This creates a discrepancy
    between measurement and model, which is corrected by a data‐driven model. In the
    experiments, the inductance and the capacity are varied. It is found that the
    same data‐driven model can only be used if additional parametric dependencies
    in the data‐driven term are considered as well.
author:
- first_name: Meike Claudia
  full_name: Wohlleben, Meike Claudia
  id: '43991'
  last_name: Wohlleben
  orcid: 0009-0009-9767-7168
- first_name: Lars
  full_name: Muth, Lars
  id: '77313'
  last_name: Muth
  orcid: 0000-0002-2938-5616
- first_name: Sebastian
  full_name: Peitz, Sebastian
  id: '47427'
  last_name: Peitz
  orcid: 0000-0002-3389-793X
- first_name: Walter
  full_name: Sextro, Walter
  id: '21220'
  last_name: Sextro
citation:
  ama: 'Wohlleben MC, Muth L, Peitz S, Sextro W. Transferability of a discrepancy
    model for the dynamics of electromagnetic oscillating circuits. In: <i>Proceedings
    in Applied Mathematics and Mechanics</i>. Wiley; 2023. doi:<a href="https://doi.org/10.1002/pamm.202300039">10.1002/pamm.202300039</a>'
  apa: Wohlleben, M. C., Muth, L., Peitz, S., &#38; Sextro, W. (2023). Transferability
    of a discrepancy model for the dynamics of electromagnetic oscillating circuits.
    <i>Proceedings in Applied Mathematics and Mechanics</i>. <a href="https://doi.org/10.1002/pamm.202300039">https://doi.org/10.1002/pamm.202300039</a>
  bibtex: '@inproceedings{Wohlleben_Muth_Peitz_Sextro_2023, title={Transferability
    of a discrepancy model for the dynamics of electromagnetic oscillating circuits},
    DOI={<a href="https://doi.org/10.1002/pamm.202300039">10.1002/pamm.202300039</a>},
    booktitle={Proceedings in Applied Mathematics and Mechanics}, publisher={Wiley},
    author={Wohlleben, Meike Claudia and Muth, Lars and Peitz, Sebastian and Sextro,
    Walter}, year={2023} }'
  chicago: Wohlleben, Meike Claudia, Lars Muth, Sebastian Peitz, and Walter Sextro.
    “Transferability of a Discrepancy Model for the Dynamics of Electromagnetic Oscillating
    Circuits.” In <i>Proceedings in Applied Mathematics and Mechanics</i>. Wiley,
    2023. <a href="https://doi.org/10.1002/pamm.202300039">https://doi.org/10.1002/pamm.202300039</a>.
  ieee: 'M. C. Wohlleben, L. Muth, S. Peitz, and W. Sextro, “Transferability of a
    discrepancy model for the dynamics of electromagnetic oscillating circuits,” 2023,
    doi: <a href="https://doi.org/10.1002/pamm.202300039">10.1002/pamm.202300039</a>.'
  mla: Wohlleben, Meike Claudia, et al. “Transferability of a Discrepancy Model for
    the Dynamics of Electromagnetic Oscillating Circuits.” <i>Proceedings in Applied
    Mathematics and Mechanics</i>, Wiley, 2023, doi:<a href="https://doi.org/10.1002/pamm.202300039">10.1002/pamm.202300039</a>.
  short: 'M.C. Wohlleben, L. Muth, S. Peitz, W. Sextro, in: Proceedings in Applied
    Mathematics and Mechanics, Wiley, 2023.'
date_created: 2023-09-06T05:18:05Z
date_updated: 2023-09-21T14:47:20Z
department:
- _id: '655'
- _id: '151'
doi: 10.1002/pamm.202300039
keyword:
- Electrical and Electronic Engineering
- Atomic and Molecular Physics
- and Optics
language:
- iso: eng
main_file_link:
- open_access: '1'
  url: https://onlinelibrary.wiley.com/doi/epdf/10.1002/pamm.202300039
oa: '1'
publication: Proceedings in Applied Mathematics and Mechanics
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Transferability of a discrepancy model for the dynamics of electromagnetic
  oscillating circuits
type: conference
user_id: '77313'
year: '2023'
...
---
_id: '21082'
author:
- first_name: Dominik
  full_name: Itner, Dominik
  last_name: Itner
- first_name: Hauke
  full_name: Gravenkamp, Hauke
  last_name: Gravenkamp
- first_name: Dmitrij
  full_name: Dreiling, Dmitrij
  id: '32616'
  last_name: Dreiling
- first_name: Nadine
  full_name: Feldmann, Nadine
  id: '23082'
  last_name: Feldmann
- first_name: Bernd
  full_name: Henning, Bernd
  id: '213'
  last_name: Henning
citation:
  ama: Itner D, Gravenkamp H, Dreiling D, Feldmann N, Henning B. Simulation of guided
    waves in cylinders subject to arbitrary boundary conditions for applications in
    material characterization. <i>PAMM</i>. 2021. doi:<a href="https://doi.org/10.1002/pamm.202000232">10.1002/pamm.202000232</a>
  apa: Itner, D., Gravenkamp, H., Dreiling, D., Feldmann, N., &#38; Henning, B. (2021).
    Simulation of guided waves in cylinders subject to arbitrary boundary conditions
    for applications in material characterization. <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.202000232">https://doi.org/10.1002/pamm.202000232</a>
  bibtex: '@article{Itner_Gravenkamp_Dreiling_Feldmann_Henning_2021, title={Simulation
    of guided waves in cylinders subject to arbitrary boundary conditions for applications
    in material characterization}, DOI={<a href="https://doi.org/10.1002/pamm.202000232">10.1002/pamm.202000232</a>},
    journal={PAMM}, author={Itner, Dominik and Gravenkamp, Hauke and Dreiling, Dmitrij
    and Feldmann, Nadine and Henning, Bernd}, year={2021} }'
  chicago: Itner, Dominik, Hauke Gravenkamp, Dmitrij Dreiling, Nadine Feldmann, and
    Bernd Henning. “Simulation of Guided Waves in Cylinders Subject to Arbitrary Boundary
    Conditions for Applications in Material Characterization.” <i>PAMM</i>, 2021.
    <a href="https://doi.org/10.1002/pamm.202000232">https://doi.org/10.1002/pamm.202000232</a>.
  ieee: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, and B. Henning, “Simulation
    of guided waves in cylinders subject to arbitrary boundary conditions for applications
    in material characterization,” <i>PAMM</i>, 2021.
  mla: Itner, Dominik, et al. “Simulation of Guided Waves in Cylinders Subject to
    Arbitrary Boundary Conditions for Applications in Material Characterization.”
    <i>PAMM</i>, 2021, doi:<a href="https://doi.org/10.1002/pamm.202000232">10.1002/pamm.202000232</a>.
  short: D. Itner, H. Gravenkamp, D. Dreiling, N. Feldmann, B. Henning, PAMM (2021).
date_created: 2021-01-26T13:52:47Z
date_updated: 2022-01-06T06:54:44Z
department:
- _id: '49'
doi: 10.1002/pamm.202000232
language:
- iso: eng
project:
- _id: '89'
  grant_number: '409779252'
  name: Vollständige Bestimmung der akustischen Materialparameter von Polymeren
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
status: public
title: Simulation of guided waves in cylinders subject to arbitrary boundary conditions
  for applications in material characterization
type: journal_article
user_id: '23082'
year: '2021'
...
