---
_id: '63676'
abstract:
- lang: eng
  text: "<jats:sec>\r\n                    <jats:title>Purpose</jats:title>\r\n                    <jats:p>The
    purpose of this paper is to develop new methods of error representation to improve
    the accuracy and numerical efficiency of a posteriori and goal-oriented adaptive
    framework of elastoplasticity with Prandtl–Reuss type material laws.</jats:p>\r\n
    \                 </jats:sec>\r\n                  <jats:sec>\r\n                    <jats:title>Design/methodology/approach</jats:title>\r\n
    \                   <jats:p>To obtain new methods of error representation for
    a posteriori and goal-oriented error estimators, weak forms of primal and dual
    problems are investigated starting with the initial boundary value problem (IBVP).
    Then, we approximate both problems using temporal discretization. Additionally,
    we introduce a secant form considering the nonlinearity of elasto-plastic constitutive
    equations, which is approximated by a tangent form. Finally, we obtain numerical
    primal and dual solutions and their corresponding error approximations of discretized
    primal and dual problems, allowing to build several goal-oriented a posteriori
    error estimators on temporal and spatial adaptive refinement by inserting primal
    solutions, dual solutions and their error approximations as arguments in residuals
    of both weak forms as well as in the secant form of the bilinear residual.</jats:p>\r\n
    \                 </jats:sec>\r\n                  <jats:sec>\r\n                    <jats:title>Findings</jats:title>\r\n
    \                   <jats:p>An elasto-plastic material is investigated in a framework
    of goal-oriented error estimator by using separately several methods of error
    representation to deal with either temporal or spatial adaptive refinement, as
    well as with both refinements leading to an effective reduction of computational
    effort. Specifically, new error representations based on goal-oriented error estimators
    are presented and obtained from primal and dual residuals, which use only primal
    solutions or only dual solutions or a combination of primal and dual solutions
    as arguments. Error representations obtained from primal residuals and evaluated
    using only primal arguments do not require the formulation of a dual problem.</jats:p>\r\n
    \                 </jats:sec>\r\n                  <jats:sec>\r\n                    <jats:title>Research
    limitations/implications</jats:title>\r\n                    <jats:p>The effectiveness
    of the different proposed methods is illustrated by an example of a perforated
    sheet for adaptive spatial refinement where new mesh adaptation methods of error
    representation are compared against existing mesh adaptation methods such as uniform
    mesh refinement, mesh refinement based on gradient indicators and adjoint-based
    methods in literature. The framework generates a balanced mesh consisting of fine,
    medium and coarse elements for accurate results, avoiding a numerically costly
    simulation with only fine elements.</jats:p>\r\n                  </jats:sec>\r\n
    \                 <jats:sec>\r\n                    <jats:title>Originality/value</jats:title>\r\n
    \                   <jats:p>All new proposed methods of error representation successfully
    estimate actual errors during mesh adaptivity. Furthermore, the proposed methods
    of error representation allow us to obtain significant reduction and equidistribution
    of spatial error at the end of the mesh adaptivity process. Their application
    to a framework of goal-oriented error estimation due to time and mesh adaptivity
    remains an open issue.</jats:p>\r\n                  </jats:sec>"
author:
- first_name: Arnold
  full_name: Tchomgue Simeu, Arnold
  id: '83075'
  last_name: Tchomgue Simeu
- 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: Tchomgue Simeu A, Caylak I, Ostwald R. Error representations for goal-oriented 
                      <i>a posteriori</i>                    error estimation in elasto-plasticity
    with applications to mesh adaptivity. <i>Engineering Computations</i>. Published
    online 2026:1-40. doi:<a href="https://doi.org/10.1108/ec-12-2023-0975">10.1108/ec-12-2023-0975</a>
  apa: Tchomgue Simeu, A., Caylak, I., &#38; Ostwald, R. (2026). Error representations
    for goal-oriented                    <i>a posteriori</i>                    error
    estimation in elasto-plasticity with applications to mesh adaptivity. <i>Engineering
    Computations</i>, 1–40. <a href="https://doi.org/10.1108/ec-12-2023-0975">https://doi.org/10.1108/ec-12-2023-0975</a>
  bibtex: '@article{Tchomgue Simeu_Caylak_Ostwald_2026, title={Error representations
    for goal-oriented                    <i>a posteriori</i>                    error
    estimation in elasto-plasticity with applications to mesh adaptivity}, DOI={<a
    href="https://doi.org/10.1108/ec-12-2023-0975">10.1108/ec-12-2023-0975</a>}, journal={Engineering
    Computations}, publisher={Emerald}, author={Tchomgue Simeu, Arnold and Caylak,
    Ismail and Ostwald, Richard}, year={2026}, pages={1–40} }'
  chicago: Tchomgue Simeu, Arnold, Ismail Caylak, and Richard Ostwald. “Error Representations
    for Goal-Oriented                    <i>a Posteriori</i>                    Error
    Estimation in Elasto-Plasticity with Applications to Mesh Adaptivity.” <i>Engineering
    Computations</i>, 2026, 1–40. <a href="https://doi.org/10.1108/ec-12-2023-0975">https://doi.org/10.1108/ec-12-2023-0975</a>.
  ieee: 'A. Tchomgue Simeu, I. Caylak, and R. Ostwald, “Error representations for
    goal-oriented                    <i>a posteriori</i>                    error
    estimation in elasto-plasticity with applications to mesh adaptivity,” <i>Engineering
    Computations</i>, pp. 1–40, 2026, doi: <a href="https://doi.org/10.1108/ec-12-2023-0975">10.1108/ec-12-2023-0975</a>.'
  mla: Tchomgue Simeu, Arnold, et al. “Error Representations for Goal-Oriented   
                    <i>a Posteriori</i>                    Error Estimation in Elasto-Plasticity
    with Applications to Mesh Adaptivity.” <i>Engineering Computations</i>, Emerald,
    2026, pp. 1–40, doi:<a href="https://doi.org/10.1108/ec-12-2023-0975">10.1108/ec-12-2023-0975</a>.
  short: A. Tchomgue Simeu, I. Caylak, R. Ostwald, Engineering Computations (2026)
    1–40.
date_created: 2026-01-21T06:49:18Z
date_updated: 2026-01-21T06:50:58Z
department:
- _id: '9'
- _id: '952'
- _id: '321'
doi: 10.1108/ec-12-2023-0975
language:
- iso: eng
page: 1-40
publication: Engineering Computations
publication_identifier:
  issn:
  - 0264-4401
  - 1758-7077
publication_status: published
publisher: Emerald
quality_controlled: '1'
status: public
title: Error representations for goal-oriented                    <i>a posteriori</i>                    error
  estimation in elasto-plasticity with applications to mesh adaptivity
type: journal_article
user_id: '85414'
year: '2026'
...
---
_id: '65037'
abstract:
- lang: eng
  text: "<jats:title>ABSTRACT</jats:title>\r\n                  <jats:p>Homogenization
    methods simulate heterogeneous materials like composites effectively, but high
    computational demands can offset their benefits. This work balances accuracy and
    efficiency by assessing model and discretization errors of the finite element
    method (FEM) through an adaptive numerical scheme. Two model hierarchies are introduced,
    combining mean‐field and full‐field methods, and nonuniform transformation field
    analysis (NTFA) with full‐field methods. Both hierarchies use a full‐field FEM
    solution of the representative volume element (RVE) as reference. The study highlights
    the benefits of using effective constitutive equations from mean‐field and full‐field
    methods as well as NTFA methods, with a goal‐oriented a posteriori error estimator
    based on duality techniques controlling mesh and model errors in a forwards‐in‐time
    manner.</jats:p>"
article_number: e70294
author:
- first_name: Arnold Tchomgue
  full_name: Simeu, Arnold Tchomgue
  last_name: Simeu
- 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: Simeu AT, Caylak I, Ostwald R. Mesh and Model Adaptivity for Multiscale Elastoplastic
    Models With Prandtl‐Reuss Type Material Laws. <i>International Journal for Numerical
    Methods in Engineering</i>. 2026;127(6). doi:<a href="https://doi.org/10.1002/nme.70294">10.1002/nme.70294</a>
  apa: Simeu, A. T., Caylak, I., &#38; Ostwald, R. (2026). Mesh and Model Adaptivity
    for Multiscale Elastoplastic Models With Prandtl‐Reuss Type Material Laws. <i>International
    Journal for Numerical Methods in Engineering</i>, <i>127</i>(6), Article e70294.
    <a href="https://doi.org/10.1002/nme.70294">https://doi.org/10.1002/nme.70294</a>
  bibtex: '@article{Simeu_Caylak_Ostwald_2026, title={Mesh and Model Adaptivity for
    Multiscale Elastoplastic Models With Prandtl‐Reuss Type Material Laws}, volume={127},
    DOI={<a href="https://doi.org/10.1002/nme.70294">10.1002/nme.70294</a>}, number={6e70294},
    journal={International Journal for Numerical Methods in Engineering}, publisher={Wiley},
    author={Simeu, Arnold Tchomgue and Caylak, Ismail and Ostwald, Richard}, year={2026}
    }'
  chicago: Simeu, Arnold Tchomgue, Ismail Caylak, and Richard Ostwald. “Mesh and Model
    Adaptivity for Multiscale Elastoplastic Models With Prandtl‐Reuss Type Material
    Laws.” <i>International Journal for Numerical Methods in Engineering</i> 127,
    no. 6 (2026). <a href="https://doi.org/10.1002/nme.70294">https://doi.org/10.1002/nme.70294</a>.
  ieee: 'A. T. Simeu, I. Caylak, and R. Ostwald, “Mesh and Model Adaptivity for Multiscale
    Elastoplastic Models With Prandtl‐Reuss Type Material Laws,” <i>International
    Journal for Numerical Methods in Engineering</i>, vol. 127, no. 6, Art. no. e70294,
    2026, doi: <a href="https://doi.org/10.1002/nme.70294">10.1002/nme.70294</a>.'
  mla: Simeu, Arnold Tchomgue, et al. “Mesh and Model Adaptivity for Multiscale Elastoplastic
    Models With Prandtl‐Reuss Type Material Laws.” <i>International Journal for Numerical
    Methods in Engineering</i>, vol. 127, no. 6, e70294, Wiley, 2026, doi:<a href="https://doi.org/10.1002/nme.70294">10.1002/nme.70294</a>.
  short: A.T. Simeu, I. Caylak, R. Ostwald, International Journal for Numerical Methods
    in Engineering 127 (2026).
date_created: 2026-03-18T05:28:29Z
date_updated: 2026-03-18T05:31:02Z
department:
- _id: '9'
- _id: '952'
- _id: '321'
doi: 10.1002/nme.70294
intvolume: '       127'
issue: '6'
language:
- iso: eng
publication: International Journal for Numerical Methods in Engineering
publication_identifier:
  issn:
  - 0029-5981
  - 1097-0207
publication_status: published
publisher: Wiley
quality_controlled: '1'
status: public
title: Mesh and Model Adaptivity for Multiscale Elastoplastic Models With Prandtl‐Reuss
  Type Material Laws
type: journal_article
user_id: '85414'
volume: 127
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: '61138'
article_number: '434'
author:
- first_name: Yingjie
  full_name: Zhan, Yingjie
  id: '93591'
  last_name: Zhan
- 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
- first_name: Enrico
  full_name: Barth, Enrico
  last_name: Barth
- first_name: Eckart
  full_name: Uhlmann, Eckart
  last_name: Uhlmann
citation:
  ama: 'Zhan Y, Caylak I, Ostwald R, Barth E, Uhlmann E. Damage-incorporated four-step
    mean-field method for simulating CFRP machining: a novel algorithmic approach.
    <i>Multiscale and Multidisciplinary Modeling, Experiments and Design</i>. 2025;8(10).
    doi:<a href="https://doi.org/10.1007/s41939-025-01026-4">10.1007/s41939-025-01026-4</a>'
  apa: 'Zhan, Y., Caylak, I., Ostwald, R., Barth, E., &#38; Uhlmann, E. (2025). Damage-incorporated
    four-step mean-field method for simulating CFRP machining: a novel algorithmic
    approach. <i>Multiscale and Multidisciplinary Modeling, Experiments and Design</i>,
    <i>8</i>(10), Article 434. <a href="https://doi.org/10.1007/s41939-025-01026-4">https://doi.org/10.1007/s41939-025-01026-4</a>'
  bibtex: '@article{Zhan_Caylak_Ostwald_Barth_Uhlmann_2025, title={Damage-incorporated
    four-step mean-field method for simulating CFRP machining: a novel algorithmic
    approach}, volume={8}, DOI={<a href="https://doi.org/10.1007/s41939-025-01026-4">10.1007/s41939-025-01026-4</a>},
    number={10434}, journal={Multiscale and Multidisciplinary Modeling, Experiments
    and Design}, publisher={Springer Science and Business Media LLC}, author={Zhan,
    Yingjie and Caylak, Ismail and Ostwald, Richard and Barth, Enrico and Uhlmann,
    Eckart}, year={2025} }'
  chicago: 'Zhan, Yingjie, Ismail Caylak, Richard Ostwald, Enrico Barth, and Eckart
    Uhlmann. “Damage-Incorporated Four-Step Mean-Field Method for Simulating CFRP
    Machining: A Novel Algorithmic Approach.” <i>Multiscale and Multidisciplinary
    Modeling, Experiments and Design</i> 8, no. 10 (2025). <a href="https://doi.org/10.1007/s41939-025-01026-4">https://doi.org/10.1007/s41939-025-01026-4</a>.'
  ieee: 'Y. Zhan, I. Caylak, R. Ostwald, E. Barth, and E. Uhlmann, “Damage-incorporated
    four-step mean-field method for simulating CFRP machining: a novel algorithmic
    approach,” <i>Multiscale and Multidisciplinary Modeling, Experiments and Design</i>,
    vol. 8, no. 10, Art. no. 434, 2025, doi: <a href="https://doi.org/10.1007/s41939-025-01026-4">10.1007/s41939-025-01026-4</a>.'
  mla: 'Zhan, Yingjie, et al. “Damage-Incorporated Four-Step Mean-Field Method for
    Simulating CFRP Machining: A Novel Algorithmic Approach.” <i>Multiscale and Multidisciplinary
    Modeling, Experiments and Design</i>, vol. 8, no. 10, 434, Springer Science and
    Business Media LLC, 2025, doi:<a href="https://doi.org/10.1007/s41939-025-01026-4">10.1007/s41939-025-01026-4</a>.'
  short: Y. Zhan, I. Caylak, R. Ostwald, E. Barth, E. Uhlmann, Multiscale and Multidisciplinary
    Modeling, Experiments and Design 8 (2025).
date_created: 2025-09-05T07:40:31Z
date_updated: 2025-10-20T12:05:57Z
department:
- _id: '9'
- _id: '952'
- _id: '321'
doi: 10.1007/s41939-025-01026-4
intvolume: '         8'
issue: '10'
language:
- iso: eng
publication: Multiscale and Multidisciplinary Modeling, Experiments and Design
publication_identifier:
  issn:
  - 2520-8160
  - 2520-8179
publication_status: published
publisher: Springer Science and Business Media LLC
quality_controlled: '1'
status: public
title: 'Damage-incorporated four-step mean-field method for simulating CFRP machining:
  a novel algorithmic approach'
type: journal_article
user_id: '85414'
volume: 8
year: '2025'
...
---
_id: '42165'
abstract:
- lang: eng
  text: <jats:title>Abstract</jats:title><jats:p>Composite materials, such as fiber
    reinforced polymers, become increasingly important due to their excellent mechanical
    and lightweight properties. In this respect, this paper reports the characterization
    of a unidirectional carbon fiber reinforced polymer composite material. Particularly,
    the mechanical behavior of the overall composite and of the individual constituents
    of the composite is investigated. To this end, tensile and shear tests are performed
    for the composite. As a result, statistics for five transversely isotropic material
    parameters can be established for the composite. For the description of the mechanical
    properties of the constituents, tensile tests for the carbon fiber as well as
    for the polymer matrix are carried out. In addition, the volume fraction of fibers
    in the matrix is determined experimentally using an ashing technique and Archimedes’
    principle. For the Young’s modulus of the fiber, the Young’s modulus and transverse
    contraction of the matrix, as well as the volume fraction of the constituents,
    statistics can be concluded. The resulting mechanical properties on both scales
    are useful for the application and validation of different material models and
    homogenization methods. Finally, in order to validate the obtained properties
    in the future, inhomogeneous tests were performed, once a flat plate with a hole
    and a flat plate with semicircular notches.</jats:p>
author:
- first_name: Eduard
  full_name: Penner, Eduard
  last_name: Penner
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Penner E, Caylak I, Mahnken R. Experimental Investigations of Carbon Fiber
    Reinforced Polymer Composites and Their Constituents to Determine Their Elastic
    Material Properties and Complementary Inhomogeneous Experiments with Local Strain
    Considerations. <i>Fibers and Polymers</i>. Published online 2023. doi:<a href="https://doi.org/10.1007/s12221-023-00122-x">10.1007/s12221-023-00122-x</a>
  apa: Penner, E., Caylak, I., &#38; Mahnken, R. (2023). Experimental Investigations
    of Carbon Fiber Reinforced Polymer Composites and Their Constituents to Determine
    Their Elastic Material Properties and Complementary Inhomogeneous Experiments
    with Local Strain Considerations. <i>Fibers and Polymers</i>. <a href="https://doi.org/10.1007/s12221-023-00122-x">https://doi.org/10.1007/s12221-023-00122-x</a>
  bibtex: '@article{Penner_Caylak_Mahnken_2023, title={Experimental Investigations
    of Carbon Fiber Reinforced Polymer Composites and Their Constituents to Determine
    Their Elastic Material Properties and Complementary Inhomogeneous Experiments
    with Local Strain Considerations}, DOI={<a href="https://doi.org/10.1007/s12221-023-00122-x">10.1007/s12221-023-00122-x</a>},
    journal={Fibers and Polymers}, publisher={Springer Science and Business Media
    LLC}, author={Penner, Eduard and Caylak, Ismail and Mahnken, Rolf}, year={2023}
    }'
  chicago: Penner, Eduard, Ismail Caylak, and Rolf Mahnken. “Experimental Investigations
    of Carbon Fiber Reinforced Polymer Composites and Their Constituents to Determine
    Their Elastic Material Properties and Complementary Inhomogeneous Experiments
    with Local Strain Considerations.” <i>Fibers and Polymers</i>, 2023. <a href="https://doi.org/10.1007/s12221-023-00122-x">https://doi.org/10.1007/s12221-023-00122-x</a>.
  ieee: 'E. Penner, I. Caylak, and R. Mahnken, “Experimental Investigations of Carbon
    Fiber Reinforced Polymer Composites and Their Constituents to Determine Their
    Elastic Material Properties and Complementary Inhomogeneous Experiments with Local
    Strain Considerations,” <i>Fibers and Polymers</i>, 2023, doi: <a href="https://doi.org/10.1007/s12221-023-00122-x">10.1007/s12221-023-00122-x</a>.'
  mla: Penner, Eduard, et al. “Experimental Investigations of Carbon Fiber Reinforced
    Polymer Composites and Their Constituents to Determine Their Elastic Material
    Properties and Complementary Inhomogeneous Experiments with Local Strain Considerations.”
    <i>Fibers and Polymers</i>, Springer Science and Business Media LLC, 2023, doi:<a
    href="https://doi.org/10.1007/s12221-023-00122-x">10.1007/s12221-023-00122-x</a>.
  short: E. Penner, I. Caylak, R. Mahnken, Fibers and Polymers (2023).
date_created: 2023-02-16T12:37:11Z
date_updated: 2023-03-24T08:42:33Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1007/s12221-023-00122-x
keyword:
- Polymers and Plastics
- General Chemical Engineering
- General Chemistry
language:
- iso: eng
publication: Fibers and Polymers
publication_identifier:
  issn:
  - 1229-9197
  - 1875-0052
publication_status: published
publisher: Springer Science and Business Media LLC
status: public
title: Experimental Investigations of Carbon Fiber Reinforced Polymer Composites and
  Their Constituents to Determine Their Elastic Material Properties and Complementary
  Inhomogeneous Experiments with Local Strain Considerations
type: journal_article
user_id: '335'
year: '2023'
...
---
_id: '41485'
author:
- first_name: Robin
  full_name: Clemens, Robin
  last_name: Clemens
- first_name: Enrico
  full_name: Barth, Enrico
  last_name: Barth
- first_name: Eckart
  full_name: Uhlmann, Eckart
  last_name: Uhlmann
- first_name: Yingjie
  full_name: Zhan, Yingjie
  last_name: Zhan
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Clemens R, Barth E, Uhlmann E, Zhan Y, Caylak I, Mahnken R. Effects on Process
    Forces of Individual Milling Tool Edges Depending on the Cutting Angle and Cutting
    Speed When Milling Cfrp. <i>SSRN Electronic Journal</i>. Published online 2022.
    doi:<a href="https://doi.org/10.2139/ssrn.4259246">10.2139/ssrn.4259246</a>
  apa: Clemens, R., Barth, E., Uhlmann, E., Zhan, Y., Caylak, I., &#38; Mahnken, R.
    (2022). Effects on Process Forces of Individual Milling Tool Edges Depending on
    the Cutting Angle and Cutting Speed When Milling Cfrp. <i>SSRN Electronic Journal</i>.
    <a href="https://doi.org/10.2139/ssrn.4259246">https://doi.org/10.2139/ssrn.4259246</a>
  bibtex: '@article{Clemens_Barth_Uhlmann_Zhan_Caylak_Mahnken_2022, title={Effects
    on Process Forces of Individual Milling Tool Edges Depending on the Cutting Angle
    and Cutting Speed When Milling Cfrp}, DOI={<a href="https://doi.org/10.2139/ssrn.4259246">10.2139/ssrn.4259246</a>},
    journal={SSRN Electronic Journal}, publisher={Elsevier BV}, author={Clemens, Robin
    and Barth, Enrico and Uhlmann, Eckart and Zhan, Yingjie and Caylak, Ismail and
    Mahnken, Rolf}, year={2022} }'
  chicago: Clemens, Robin, Enrico Barth, Eckart Uhlmann, Yingjie Zhan, Ismail Caylak,
    and Rolf Mahnken. “Effects on Process Forces of Individual Milling Tool Edges
    Depending on the Cutting Angle and Cutting Speed When Milling Cfrp.” <i>SSRN Electronic
    Journal</i>, 2022. <a href="https://doi.org/10.2139/ssrn.4259246">https://doi.org/10.2139/ssrn.4259246</a>.
  ieee: 'R. Clemens, E. Barth, E. Uhlmann, Y. Zhan, I. Caylak, and R. Mahnken, “Effects
    on Process Forces of Individual Milling Tool Edges Depending on the Cutting Angle
    and Cutting Speed When Milling Cfrp,” <i>SSRN Electronic Journal</i>, 2022, doi:
    <a href="https://doi.org/10.2139/ssrn.4259246">10.2139/ssrn.4259246</a>.'
  mla: Clemens, Robin, et al. “Effects on Process Forces of Individual Milling Tool
    Edges Depending on the Cutting Angle and Cutting Speed When Milling Cfrp.” <i>SSRN
    Electronic Journal</i>, Elsevier BV, 2022, doi:<a href="https://doi.org/10.2139/ssrn.4259246">10.2139/ssrn.4259246</a>.
  short: R. Clemens, E. Barth, E. Uhlmann, Y. Zhan, I. Caylak, R. Mahnken, SSRN Electronic
    Journal (2022).
date_created: 2023-02-02T12:49:43Z
date_updated: 2023-04-27T10:08:09Z
department:
- _id: '9'
- _id: '154'
doi: 10.2139/ssrn.4259246
keyword:
- General Earth and Planetary Sciences
- General Environmental Science
language:
- iso: eng
publication: SSRN Electronic Journal
publication_identifier:
  issn:
  - 1556-5068
publication_status: published
publisher: Elsevier BV
quality_controlled: '1'
status: public
title: Effects on Process Forces of Individual Milling Tool Edges Depending on the
  Cutting Angle and Cutting Speed When Milling Cfrp
type: journal_article
user_id: '335'
year: '2022'
...
---
_id: '34075'
author:
- first_name: Eduard
  full_name: Penner, Eduard
  last_name: Penner
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Penner E, Caylak I, Mahnken R. A polymorphic uncertainty model for the curing
    process of transversely fiber-reinforced plastics. <i>Mathematics and Mechanics
    of Complex Systems</i>. 2022;10(1):21-50. doi:<a href="https://doi.org/10.2140/memocs.2022.10.21">10.2140/memocs.2022.10.21</a>
  apa: Penner, E., Caylak, I., &#38; Mahnken, R. (2022). A polymorphic uncertainty
    model for the curing process of transversely fiber-reinforced plastics. <i>Mathematics
    and Mechanics of Complex Systems</i>, <i>10</i>(1), 21–50. <a href="https://doi.org/10.2140/memocs.2022.10.21">https://doi.org/10.2140/memocs.2022.10.21</a>
  bibtex: '@article{Penner_Caylak_Mahnken_2022, title={A polymorphic uncertainty model
    for the curing process of transversely fiber-reinforced plastics}, volume={10},
    DOI={<a href="https://doi.org/10.2140/memocs.2022.10.21">10.2140/memocs.2022.10.21</a>},
    number={1}, journal={Mathematics and Mechanics of Complex Systems}, publisher={Mathematical
    Sciences Publishers}, author={Penner, Eduard and Caylak, Ismail and Mahnken, Rolf},
    year={2022}, pages={21–50} }'
  chicago: 'Penner, Eduard, Ismail Caylak, and Rolf Mahnken. “A Polymorphic Uncertainty
    Model for the Curing Process of Transversely Fiber-Reinforced Plastics.” <i>Mathematics
    and Mechanics of Complex Systems</i> 10, no. 1 (2022): 21–50. <a href="https://doi.org/10.2140/memocs.2022.10.21">https://doi.org/10.2140/memocs.2022.10.21</a>.'
  ieee: 'E. Penner, I. Caylak, and R. Mahnken, “A polymorphic uncertainty model for
    the curing process of transversely fiber-reinforced plastics,” <i>Mathematics
    and Mechanics of Complex Systems</i>, vol. 10, no. 1, pp. 21–50, 2022, doi: <a
    href="https://doi.org/10.2140/memocs.2022.10.21">10.2140/memocs.2022.10.21</a>.'
  mla: Penner, Eduard, et al. “A Polymorphic Uncertainty Model for the Curing Process
    of Transversely Fiber-Reinforced Plastics.” <i>Mathematics and Mechanics of Complex
    Systems</i>, vol. 10, no. 1, Mathematical Sciences Publishers, 2022, pp. 21–50,
    doi:<a href="https://doi.org/10.2140/memocs.2022.10.21">10.2140/memocs.2022.10.21</a>.
  short: E. Penner, I. Caylak, R. Mahnken, Mathematics and Mechanics of Complex Systems
    10 (2022) 21–50.
date_created: 2022-11-14T12:55:22Z
date_updated: 2023-04-27T10:04:44Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.2140/memocs.2022.10.21
intvolume: '        10'
issue: '1'
keyword:
- Computational Mathematics
- Numerical Analysis
- Civil and Structural Engineering
language:
- iso: eng
page: 21-50
publication: Mathematics and Mechanics of Complex Systems
publication_identifier:
  issn:
  - 2325-3444
  - 2326-7186
publication_status: published
publisher: Mathematical Sciences Publishers
quality_controlled: '1'
status: public
title: A polymorphic uncertainty model for the curing process of transversely fiber-reinforced
  plastics
type: journal_article
user_id: '335'
volume: 10
year: '2022'
...
---
_id: '24392'
author:
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Penner E, Caylak I, Mahnken R. An uncertainty model for the curing process
    of transversely fiber reinforced plastics. <i>PAMM</i>. Published online 2021.
    doi:<a href="https://doi.org/10.1002/pamm.202000178">10.1002/pamm.202000178</a>
  apa: Penner, E., Caylak, I., &#38; Mahnken, R. (2021). An uncertainty model for
    the curing process of transversely fiber reinforced plastics. <i>PAMM</i>. <a
    href="https://doi.org/10.1002/pamm.202000178">https://doi.org/10.1002/pamm.202000178</a>
  bibtex: '@article{Penner_Caylak_Mahnken_2021, title={An uncertainty model for the
    curing process of transversely fiber reinforced plastics}, DOI={<a href="https://doi.org/10.1002/pamm.202000178">10.1002/pamm.202000178</a>},
    journal={PAMM}, author={Penner, Eduard and Caylak, Ismail and Mahnken, Rolf},
    year={2021} }'
  chicago: Penner, Eduard, Ismail Caylak, and Rolf Mahnken. “An Uncertainty Model
    for the Curing Process of Transversely Fiber Reinforced Plastics.” <i>PAMM</i>,
    2021. <a href="https://doi.org/10.1002/pamm.202000178">https://doi.org/10.1002/pamm.202000178</a>.
  ieee: 'E. Penner, I. Caylak, and R. Mahnken, “An uncertainty model for the curing
    process of transversely fiber reinforced plastics,” <i>PAMM</i>, 2021, doi: <a
    href="https://doi.org/10.1002/pamm.202000178">10.1002/pamm.202000178</a>.'
  mla: Penner, Eduard, et al. “An Uncertainty Model for the Curing Process of Transversely
    Fiber Reinforced Plastics.” <i>PAMM</i>, 2021, doi:<a href="https://doi.org/10.1002/pamm.202000178">10.1002/pamm.202000178</a>.
  short: E. Penner, I. Caylak, R. Mahnken, PAMM (2021).
date_created: 2021-09-14T12:08:38Z
date_updated: 2023-01-24T12:43:54Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202000178
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
status: public
title: An uncertainty model for the curing process of transversely fiber reinforced
  plastics
type: journal_article
user_id: '335'
year: '2021'
...
---
_id: '24397'
author:
- first_name: Alexander
  full_name: Henkes, Alexander
  last_name: Henkes
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Henkes A, Caylak I, Mahnken R. A deep learning driven uncertain full‐field
    homogenization method. <i>PAMM</i>. Published online 2021. doi:<a href="https://doi.org/10.1002/pamm.202000180">10.1002/pamm.202000180</a>
  apa: Henkes, A., Caylak, I., &#38; Mahnken, R. (2021). A deep learning driven uncertain
    full‐field homogenization method. <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.202000180">https://doi.org/10.1002/pamm.202000180</a>
  bibtex: '@article{Henkes_Caylak_Mahnken_2021, title={A deep learning driven uncertain
    full‐field homogenization method}, DOI={<a href="https://doi.org/10.1002/pamm.202000180">10.1002/pamm.202000180</a>},
    journal={PAMM}, author={Henkes, Alexander and Caylak, Ismail and Mahnken, Rolf},
    year={2021} }'
  chicago: Henkes, Alexander, Ismail Caylak, and Rolf Mahnken. “A Deep Learning Driven
    Uncertain Full‐field Homogenization Method.” <i>PAMM</i>, 2021. <a href="https://doi.org/10.1002/pamm.202000180">https://doi.org/10.1002/pamm.202000180</a>.
  ieee: 'A. Henkes, I. Caylak, and R. Mahnken, “A deep learning driven uncertain full‐field
    homogenization method,” <i>PAMM</i>, 2021, doi: <a href="https://doi.org/10.1002/pamm.202000180">10.1002/pamm.202000180</a>.'
  mla: Henkes, Alexander, et al. “A Deep Learning Driven Uncertain Full‐field Homogenization
    Method.” <i>PAMM</i>, 2021, doi:<a href="https://doi.org/10.1002/pamm.202000180">10.1002/pamm.202000180</a>.
  short: A. Henkes, I. Caylak, R. Mahnken, PAMM (2021).
date_created: 2021-09-14T12:26:45Z
date_updated: 2023-01-24T12:45:09Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.202000180
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
status: public
title: A deep learning driven uncertain full‐field homogenization method
type: journal_article
user_id: '335'
year: '2021'
...
---
_id: '21681'
author:
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
- first_name: Alex
  full_name: Dridger, Alex
  last_name: Dridger
citation:
  ama: Penner E, Caylak I, Mahnken R, Dridger A. Fuzzy and stochastic approach applied
    to rubber like materials. <i>Safety and Reliability</i>. Published online 2021:1-19.
    doi:<a href="https://doi.org/10.1080/09617353.2020.1858678">10.1080/09617353.2020.1858678</a>
  apa: Penner, E., Caylak, I., Mahnken, R., &#38; Dridger, A. (2021). Fuzzy and stochastic
    approach applied to rubber like materials. <i>Safety and Reliability</i>, 1–19.
    <a href="https://doi.org/10.1080/09617353.2020.1858678">https://doi.org/10.1080/09617353.2020.1858678</a>
  bibtex: '@article{Penner_Caylak_Mahnken_Dridger_2021, title={Fuzzy and stochastic
    approach applied to rubber like materials}, DOI={<a href="https://doi.org/10.1080/09617353.2020.1858678">10.1080/09617353.2020.1858678</a>},
    journal={Safety and Reliability}, author={Penner, Eduard and Caylak, Ismail and
    Mahnken, Rolf and Dridger, Alex}, year={2021}, pages={1–19} }'
  chicago: Penner, Eduard, Ismail Caylak, Rolf Mahnken, and Alex Dridger. “Fuzzy and
    Stochastic Approach Applied to Rubber like Materials.” <i>Safety and Reliability</i>,
    2021, 1–19. <a href="https://doi.org/10.1080/09617353.2020.1858678">https://doi.org/10.1080/09617353.2020.1858678</a>.
  ieee: 'E. Penner, I. Caylak, R. Mahnken, and A. Dridger, “Fuzzy and stochastic approach
    applied to rubber like materials,” <i>Safety and Reliability</i>, pp. 1–19, 2021,
    doi: <a href="https://doi.org/10.1080/09617353.2020.1858678">10.1080/09617353.2020.1858678</a>.'
  mla: Penner, Eduard, et al. “Fuzzy and Stochastic Approach Applied to Rubber like
    Materials.” <i>Safety and Reliability</i>, 2021, pp. 1–19, doi:<a href="https://doi.org/10.1080/09617353.2020.1858678">10.1080/09617353.2020.1858678</a>.
  short: E. Penner, I. Caylak, R. Mahnken, A. Dridger, Safety and Reliability (2021)
    1–19.
date_created: 2021-04-21T06:35:08Z
date_updated: 2023-01-24T13:06:18Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1080/09617353.2020.1858678
language:
- iso: eng
page: 1-19
publication: Safety and Reliability
publication_identifier:
  issn:
  - 0961-7353
  - 2469-4126
publication_status: published
quality_controlled: '1'
status: public
title: Fuzzy and stochastic approach applied to rubber like materials
type: journal_article
user_id: '335'
year: '2021'
...
---
_id: '24376'
article_number: '114070'
author:
- first_name: Alexander
  full_name: Henkes, Alexander
  last_name: Henkes
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Henkes A, Caylak I, Mahnken R. A deep learning driven pseudospectral PCE based
    FFT homogenization algorithm for complex microstructures. <i>Computer Methods
    in Applied Mechanics and Engineering</i>. Published online 2021. doi:<a href="https://doi.org/10.1016/j.cma.2021.114070">10.1016/j.cma.2021.114070</a>
  apa: Henkes, A., Caylak, I., &#38; Mahnken, R. (2021). A deep learning driven pseudospectral
    PCE based FFT homogenization algorithm for complex microstructures. <i>Computer
    Methods in Applied Mechanics and Engineering</i>, Article 114070. <a href="https://doi.org/10.1016/j.cma.2021.114070">https://doi.org/10.1016/j.cma.2021.114070</a>
  bibtex: '@article{Henkes_Caylak_Mahnken_2021, title={A deep learning driven pseudospectral
    PCE based FFT homogenization algorithm for complex microstructures}, DOI={<a href="https://doi.org/10.1016/j.cma.2021.114070">10.1016/j.cma.2021.114070</a>},
    number={114070}, journal={Computer Methods in Applied Mechanics and Engineering},
    author={Henkes, Alexander and Caylak, Ismail and Mahnken, Rolf}, year={2021} }'
  chicago: Henkes, Alexander, Ismail Caylak, and Rolf Mahnken. “A Deep Learning Driven
    Pseudospectral PCE Based FFT Homogenization Algorithm for Complex Microstructures.”
    <i>Computer Methods in Applied Mechanics and Engineering</i>, 2021. <a href="https://doi.org/10.1016/j.cma.2021.114070">https://doi.org/10.1016/j.cma.2021.114070</a>.
  ieee: 'A. Henkes, I. Caylak, and R. Mahnken, “A deep learning driven pseudospectral
    PCE based FFT homogenization algorithm for complex microstructures,” <i>Computer
    Methods in Applied Mechanics and Engineering</i>, Art. no. 114070, 2021, doi:
    <a href="https://doi.org/10.1016/j.cma.2021.114070">10.1016/j.cma.2021.114070</a>.'
  mla: Henkes, Alexander, et al. “A Deep Learning Driven Pseudospectral PCE Based
    FFT Homogenization Algorithm for Complex Microstructures.” <i>Computer Methods
    in Applied Mechanics and Engineering</i>, 114070, 2021, doi:<a href="https://doi.org/10.1016/j.cma.2021.114070">10.1016/j.cma.2021.114070</a>.
  short: A. Henkes, I. Caylak, R. Mahnken, Computer Methods in Applied Mechanics and
    Engineering (2021).
date_created: 2021-09-14T11:21:22Z
date_updated: 2023-01-24T13:02:58Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1016/j.cma.2021.114070
language:
- iso: eng
publication: Computer Methods in Applied Mechanics and Engineering
publication_identifier:
  issn:
  - 0045-7825
publication_status: published
quality_controlled: '1'
status: public
title: A deep learning driven pseudospectral PCE based FFT homogenization algorithm
  for complex microstructures
type: journal_article
user_id: '335'
year: '2021'
...
---
_id: '24374'
article_number: '113439'
author:
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Caylak I, Penner E, Mahnken R. Mean-field and full-field homogenization with
    polymorphic uncertain geometry and material parameters. <i>Computer Methods in
    Applied Mechanics and Engineering</i>. Published online 2020. doi:<a href="https://doi.org/10.1016/j.cma.2020.113439">10.1016/j.cma.2020.113439</a>
  apa: Caylak, I., Penner, E., &#38; Mahnken, R. (2020). Mean-field and full-field
    homogenization with polymorphic uncertain geometry and material parameters. <i>Computer
    Methods in Applied Mechanics and Engineering</i>, Article 113439. <a href="https://doi.org/10.1016/j.cma.2020.113439">https://doi.org/10.1016/j.cma.2020.113439</a>
  bibtex: '@article{Caylak_Penner_Mahnken_2020, title={Mean-field and full-field homogenization
    with polymorphic uncertain geometry and material parameters}, DOI={<a href="https://doi.org/10.1016/j.cma.2020.113439">10.1016/j.cma.2020.113439</a>},
    number={113439}, journal={Computer Methods in Applied Mechanics and Engineering},
    author={Caylak, Ismail and Penner, Eduard and Mahnken, Rolf}, year={2020} }'
  chicago: Caylak, Ismail, Eduard Penner, and Rolf Mahnken. “Mean-Field and Full-Field
    Homogenization with Polymorphic Uncertain Geometry and Material Parameters.” <i>Computer
    Methods in Applied Mechanics and Engineering</i>, 2020. <a href="https://doi.org/10.1016/j.cma.2020.113439">https://doi.org/10.1016/j.cma.2020.113439</a>.
  ieee: 'I. Caylak, E. Penner, and R. Mahnken, “Mean-field and full-field homogenization
    with polymorphic uncertain geometry and material parameters,” <i>Computer Methods
    in Applied Mechanics and Engineering</i>, Art. no. 113439, 2020, doi: <a href="https://doi.org/10.1016/j.cma.2020.113439">10.1016/j.cma.2020.113439</a>.'
  mla: Caylak, Ismail, et al. “Mean-Field and Full-Field Homogenization with Polymorphic
    Uncertain Geometry and Material Parameters.” <i>Computer Methods in Applied Mechanics
    and Engineering</i>, 113439, 2020, doi:<a href="https://doi.org/10.1016/j.cma.2020.113439">10.1016/j.cma.2020.113439</a>.
  short: I. Caylak, E. Penner, R. Mahnken, Computer Methods in Applied Mechanics and
    Engineering (2020).
date_created: 2021-09-14T11:18:05Z
date_updated: 2023-01-24T14:03:55Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1016/j.cma.2020.113439
language:
- iso: eng
publication: Computer Methods in Applied Mechanics and Engineering
publication_identifier:
  issn:
  - 0045-7825
publication_status: published
quality_controlled: '1'
status: public
title: Mean-field and full-field homogenization with polymorphic uncertain geometry
  and material parameters
type: journal_article
user_id: '335'
year: '2020'
...
---
_id: '19297'
author:
- first_name: A.
  full_name: Dridger, A.
  last_name: Dridger
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: R.
  full_name: Mahnken, R.
  last_name: Mahnken
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
citation:
  ama: Dridger A, Caylak I, Mahnken R, Penner E. A possibilistic finite element method
    for sparse data. <i>Safety and Reliability</i>. 2019:58-82. doi:<a href="https://doi.org/10.1080/09617353.2018.1552477">10.1080/09617353.2018.1552477</a>
  apa: Dridger, A., Caylak, I., Mahnken, R., &#38; Penner, E. (2019). A possibilistic
    finite element method for sparse data. <i>Safety and Reliability</i>, 58–82. <a
    href="https://doi.org/10.1080/09617353.2018.1552477">https://doi.org/10.1080/09617353.2018.1552477</a>
  bibtex: '@article{Dridger_Caylak_Mahnken_Penner_2019, title={A possibilistic finite
    element method for sparse data}, DOI={<a href="https://doi.org/10.1080/09617353.2018.1552477">10.1080/09617353.2018.1552477</a>},
    journal={Safety and Reliability}, author={Dridger, A. and Caylak, Ismail and Mahnken,
    R. and Penner, Eduard}, year={2019}, pages={58–82} }'
  chicago: Dridger, A., Ismail Caylak, R. Mahnken, and Eduard Penner. “A Possibilistic
    Finite Element Method for Sparse Data.” <i>Safety and Reliability</i>, 2019, 58–82.
    <a href="https://doi.org/10.1080/09617353.2018.1552477">https://doi.org/10.1080/09617353.2018.1552477</a>.
  ieee: A. Dridger, I. Caylak, R. Mahnken, and E. Penner, “A possibilistic finite
    element method for sparse data,” <i>Safety and Reliability</i>, pp. 58–82, 2019.
  mla: Dridger, A., et al. “A Possibilistic Finite Element Method for Sparse Data.”
    <i>Safety and Reliability</i>, 2019, pp. 58–82, doi:<a href="https://doi.org/10.1080/09617353.2018.1552477">10.1080/09617353.2018.1552477</a>.
  short: A. Dridger, I. Caylak, R. Mahnken, E. Penner, Safety and Reliability (2019)
    58–82.
date_created: 2020-09-11T09:44:02Z
date_updated: 2022-01-06T06:54:01Z
doi: 10.1080/09617353.2018.1552477
language:
- iso: eng
page: 58-82
publication: Safety and Reliability
publication_identifier:
  issn:
  - 0961-7353
  - 2469-4126
publication_status: published
status: public
title: A possibilistic finite element method for sparse data
type: journal_article
user_id: '75'
year: '2019'
...
---
_id: '19300'
article_number: e201900005
author:
- first_name: Markus
  full_name: Mäck, Markus
  last_name: Mäck
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Philipp
  full_name: Edler, Philipp
  last_name: Edler
- first_name: Steffen
  full_name: Freitag, Steffen
  last_name: Freitag
- first_name: Michael
  full_name: Hanss, Michael
  last_name: Hanss
- first_name: Rolf
  full_name: Mahnken, Rolf
  last_name: Mahnken
- first_name: Günther
  full_name: Meschke, Günther
  last_name: Meschke
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
citation:
  ama: Mäck M, Caylak I, Edler P, et al. Optimization with constraints considering
    polymorphic uncertainties. <i>GAMM-Mitteilungen</i>. Published online 2019. doi:<a
    href="https://doi.org/10.1002/gamm.201900005">10.1002/gamm.201900005</a>
  apa: Mäck, M., Caylak, I., Edler, P., Freitag, S., Hanss, M., Mahnken, R., Meschke,
    G., &#38; Penner, E. (2019). Optimization with constraints considering polymorphic
    uncertainties. <i>GAMM-Mitteilungen</i>, Article e201900005. <a href="https://doi.org/10.1002/gamm.201900005">https://doi.org/10.1002/gamm.201900005</a>
  bibtex: '@article{Mäck_Caylak_Edler_Freitag_Hanss_Mahnken_Meschke_Penner_2019, title={Optimization
    with constraints considering polymorphic uncertainties}, DOI={<a href="https://doi.org/10.1002/gamm.201900005">10.1002/gamm.201900005</a>},
    number={e201900005}, journal={GAMM-Mitteilungen}, author={Mäck, Markus and Caylak,
    Ismail and Edler, Philipp and Freitag, Steffen and Hanss, Michael and Mahnken,
    Rolf and Meschke, Günther and Penner, Eduard}, year={2019} }'
  chicago: Mäck, Markus, Ismail Caylak, Philipp Edler, Steffen Freitag, Michael Hanss,
    Rolf Mahnken, Günther Meschke, and Eduard Penner. “Optimization with Constraints
    Considering Polymorphic Uncertainties.” <i>GAMM-Mitteilungen</i>, 2019. <a href="https://doi.org/10.1002/gamm.201900005">https://doi.org/10.1002/gamm.201900005</a>.
  ieee: 'M. Mäck <i>et al.</i>, “Optimization with constraints considering polymorphic
    uncertainties,” <i>GAMM-Mitteilungen</i>, Art. no. e201900005, 2019, doi: <a href="https://doi.org/10.1002/gamm.201900005">10.1002/gamm.201900005</a>.'
  mla: Mäck, Markus, et al. “Optimization with Constraints Considering Polymorphic
    Uncertainties.” <i>GAMM-Mitteilungen</i>, e201900005, 2019, doi:<a href="https://doi.org/10.1002/gamm.201900005">10.1002/gamm.201900005</a>.
  short: M. Mäck, I. Caylak, P. Edler, S. Freitag, M. Hanss, R. Mahnken, G. Meschke,
    E. Penner, GAMM-Mitteilungen (2019).
date_created: 2020-09-11T09:48:23Z
date_updated: 2022-07-27T07:04:05Z
doi: 10.1002/gamm.201900005
language:
- iso: eng
publication: GAMM-Mitteilungen
publication_identifier:
  issn:
  - 0936-7195
publication_status: published
status: public
title: Optimization with constraints considering polymorphic uncertainties
type: journal_article
user_id: '27973'
year: '2019'
...
---
_id: '19122'
author:
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Alex
  full_name: Dridger, Alex
  last_name: Dridger
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Penner E, Caylak I, Dridger A, Mahnken R. A polynomial chaos expanded hybrid
    fuzzy-stochastic model for transversely fiber reinforced plastics. <i>Mathematics
    and Mechanics of Complex Systems</i>. Published online 2019:99-129. doi:<a href="https://doi.org/10.2140/memocs.2019.7.99">10.2140/memocs.2019.7.99</a>
  apa: Penner, E., Caylak, I., Dridger, A., &#38; Mahnken, R. (2019). A polynomial
    chaos expanded hybrid fuzzy-stochastic model for transversely fiber reinforced
    plastics. <i>Mathematics and Mechanics of Complex Systems</i>, 99–129. <a href="https://doi.org/10.2140/memocs.2019.7.99">https://doi.org/10.2140/memocs.2019.7.99</a>
  bibtex: '@article{Penner_Caylak_Dridger_Mahnken_2019, title={A polynomial chaos
    expanded hybrid fuzzy-stochastic model for transversely fiber reinforced plastics},
    DOI={<a href="https://doi.org/10.2140/memocs.2019.7.99">10.2140/memocs.2019.7.99</a>},
    journal={Mathematics and Mechanics of Complex Systems}, author={Penner, Eduard
    and Caylak, Ismail and Dridger, Alex and Mahnken, Rolf}, year={2019}, pages={99–129}
    }'
  chicago: Penner, Eduard, Ismail Caylak, Alex Dridger, and Rolf Mahnken. “A Polynomial
    Chaos Expanded Hybrid Fuzzy-Stochastic Model for Transversely Fiber Reinforced
    Plastics.” <i>Mathematics and Mechanics of Complex Systems</i>, 2019, 99–129.
    <a href="https://doi.org/10.2140/memocs.2019.7.99">https://doi.org/10.2140/memocs.2019.7.99</a>.
  ieee: 'E. Penner, I. Caylak, A. Dridger, and R. Mahnken, “A polynomial chaos expanded
    hybrid fuzzy-stochastic model for transversely fiber reinforced plastics,” <i>Mathematics
    and Mechanics of Complex Systems</i>, pp. 99–129, 2019, doi: <a href="https://doi.org/10.2140/memocs.2019.7.99">10.2140/memocs.2019.7.99</a>.'
  mla: Penner, Eduard, et al. “A Polynomial Chaos Expanded Hybrid Fuzzy-Stochastic
    Model for Transversely Fiber Reinforced Plastics.” <i>Mathematics and Mechanics
    of Complex Systems</i>, 2019, pp. 99–129, doi:<a href="https://doi.org/10.2140/memocs.2019.7.99">10.2140/memocs.2019.7.99</a>.
  short: E. Penner, I. Caylak, A. Dridger, R. Mahnken, Mathematics and Mechanics of
    Complex Systems (2019) 99–129.
date_created: 2020-09-08T10:24:25Z
date_updated: 2023-01-24T14:07:05Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.2140/memocs.2019.7.99
language:
- iso: eng
page: 99-129
publication: Mathematics and Mechanics of Complex Systems
publication_identifier:
  issn:
  - 2325-3444
  - 2326-7186
publication_status: published
quality_controlled: '1'
status: public
title: A polynomial chaos expanded hybrid fuzzy-stochastic model for transversely
  fiber reinforced plastics
type: journal_article
user_id: '335'
year: '2019'
...
---
_id: '19120'
author:
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Caylak I, Penner E, Mahnken R. A fuzzy uncertainty model for analytical and
    numerical homogenization of transversely fiber reinforced plastics. <i>PAMM</i>.
    Published online 2019. doi:<a href="https://doi.org/10.1002/pamm.201900356">10.1002/pamm.201900356</a>
  apa: Caylak, I., Penner, E., &#38; Mahnken, R. (2019). A fuzzy uncertainty model
    for analytical and numerical homogenization of transversely fiber reinforced plastics.
    <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.201900356">https://doi.org/10.1002/pamm.201900356</a>
  bibtex: '@article{Caylak_Penner_Mahnken_2019, title={A fuzzy uncertainty model for
    analytical and numerical homogenization of transversely fiber reinforced plastics},
    DOI={<a href="https://doi.org/10.1002/pamm.201900356">10.1002/pamm.201900356</a>},
    journal={PAMM}, author={Caylak, Ismail and Penner, Eduard and Mahnken, Rolf},
    year={2019} }'
  chicago: Caylak, Ismail, Eduard Penner, and Rolf Mahnken. “A Fuzzy Uncertainty Model
    for Analytical and Numerical Homogenization of Transversely Fiber Reinforced Plastics.”
    <i>PAMM</i>, 2019. <a href="https://doi.org/10.1002/pamm.201900356">https://doi.org/10.1002/pamm.201900356</a>.
  ieee: 'I. Caylak, E. Penner, and R. Mahnken, “A fuzzy uncertainty model for analytical
    and numerical homogenization of transversely fiber reinforced plastics,” <i>PAMM</i>,
    2019, doi: <a href="https://doi.org/10.1002/pamm.201900356">10.1002/pamm.201900356</a>.'
  mla: Caylak, Ismail, et al. “A Fuzzy Uncertainty Model for Analytical and Numerical
    Homogenization of Transversely Fiber Reinforced Plastics.” <i>PAMM</i>, 2019,
    doi:<a href="https://doi.org/10.1002/pamm.201900356">10.1002/pamm.201900356</a>.
  short: I. Caylak, E. Penner, R. Mahnken, PAMM (2019).
date_created: 2020-09-08T10:23:48Z
date_updated: 2023-01-24T14:05:01Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.201900356
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
status: public
title: A fuzzy uncertainty model for analytical and numerical homogenization of transversely
  fiber reinforced plastics
type: journal_article
user_id: '335'
year: '2019'
...
---
_id: '19306'
author:
- first_name: Alex
  full_name: Dridger, Alex
  last_name: Dridger
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Rolf
  full_name: Mahnken, Rolf
  last_name: Mahnken
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
citation:
  ama: 'Dridger A, Caylak I, Mahnken R, Penner E. On the connection between possibility
    theory and probability box theory in structural mechanics. In: <i>13th World Congress
    in Computational Mechanics </i>. ; 2018.'
  apa: Dridger, A., Caylak, I., Mahnken, R., &#38; Penner, E. (2018). On the connection
    between possibility theory and probability box theory in structural mechanics.
    <i>13th World Congress in Computational Mechanics </i>. 13th World Congress in
    Computational Mechanics , New York.
  bibtex: '@inproceedings{Dridger_Caylak_Mahnken_Penner_2018, title={On the connection
    between possibility theory and probability box theory in structural mechanics},
    booktitle={13th World Congress in Computational Mechanics }, author={Dridger,
    Alex and Caylak, Ismail and Mahnken, Rolf and Penner, Eduard}, year={2018} }'
  chicago: Dridger, Alex, Ismail Caylak, Rolf Mahnken, and Eduard Penner. “On the
    Connection between Possibility Theory and Probability Box Theory in Structural
    Mechanics.” In <i>13th World Congress in Computational Mechanics </i>, 2018.
  ieee: A. Dridger, I. Caylak, R. Mahnken, and E. Penner, “On the connection between
    possibility theory and probability box theory in structural mechanics,” presented
    at the 13th World Congress in Computational Mechanics , New York, 2018.
  mla: Dridger, Alex, et al. “On the Connection between Possibility Theory and Probability
    Box Theory in Structural Mechanics.” <i>13th World Congress in Computational Mechanics
    </i>, 2018.
  short: 'A. Dridger, I. Caylak, R. Mahnken, E. Penner, in: 13th World Congress in
    Computational Mechanics , 2018.'
conference:
  end_date: 2018-07-27
  location: New York
  name: '13th World Congress in Computational Mechanics '
  start_date: 2018-07-22
date_created: 2020-09-11T10:04:36Z
date_updated: 2022-07-27T07:07:27Z
language:
- iso: eng
publication: '13th World Congress in Computational Mechanics '
status: public
title: On the connection between possibility theory and probability box theory in
  structural mechanics
type: conference
user_id: '27973'
year: '2018'
...
---
_id: '19308'
author:
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Alex
  full_name: Dridger, Alex
  last_name: Dridger
- first_name: Rolf
  full_name: Mahnken, Rolf
  last_name: Mahnken
citation:
  ama: Caylak I, Penner E, Dridger A, Mahnken R. Stochastic hyperelastic modeling
    considering dependency of material parameters. <i>Computational Mechanics</i>.
    Published online 2018:1273-1285. doi:<a href="https://doi.org/10.1007/s00466-018-1563-z">10.1007/s00466-018-1563-z</a>
  apa: Caylak, I., Penner, E., Dridger, A., &#38; Mahnken, R. (2018). Stochastic hyperelastic
    modeling considering dependency of material parameters. <i>Computational Mechanics</i>,
    1273–1285. <a href="https://doi.org/10.1007/s00466-018-1563-z">https://doi.org/10.1007/s00466-018-1563-z</a>
  bibtex: '@article{Caylak_Penner_Dridger_Mahnken_2018, title={Stochastic hyperelastic
    modeling considering dependency of material parameters}, DOI={<a href="https://doi.org/10.1007/s00466-018-1563-z">10.1007/s00466-018-1563-z</a>},
    journal={Computational Mechanics}, author={Caylak, Ismail and Penner, Eduard and
    Dridger, Alex and Mahnken, Rolf}, year={2018}, pages={1273–1285} }'
  chicago: Caylak, Ismail, Eduard Penner, Alex Dridger, and Rolf Mahnken. “Stochastic
    Hyperelastic Modeling Considering Dependency of Material Parameters.” <i>Computational
    Mechanics</i>, 2018, 1273–85. <a href="https://doi.org/10.1007/s00466-018-1563-z">https://doi.org/10.1007/s00466-018-1563-z</a>.
  ieee: 'I. Caylak, E. Penner, A. Dridger, and R. Mahnken, “Stochastic hyperelastic
    modeling considering dependency of material parameters,” <i>Computational Mechanics</i>,
    pp. 1273–1285, 2018, doi: <a href="https://doi.org/10.1007/s00466-018-1563-z">10.1007/s00466-018-1563-z</a>.'
  mla: Caylak, Ismail, et al. “Stochastic Hyperelastic Modeling Considering Dependency
    of Material Parameters.” <i>Computational Mechanics</i>, 2018, pp. 1273–85, doi:<a
    href="https://doi.org/10.1007/s00466-018-1563-z">10.1007/s00466-018-1563-z</a>.
  short: I. Caylak, E. Penner, A. Dridger, R. Mahnken, Computational Mechanics (2018)
    1273–1285.
date_created: 2020-09-11T10:05:32Z
date_updated: 2022-07-27T07:05:15Z
doi: 10.1007/s00466-018-1563-z
language:
- iso: eng
page: 1273-1285
publication: Computational Mechanics
publication_identifier:
  issn:
  - 0178-7675
  - 1432-0924
publication_status: published
status: public
title: Stochastic hyperelastic modeling considering dependency of material parameters
type: journal_article
user_id: '75'
year: '2018'
...
---
_id: '19303'
author:
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Alex
  full_name: Dridger, Alex
  last_name: Dridger
- first_name: Rolf
  full_name: Mahnken, Rolf
  last_name: Mahnken
citation:
  ama: Caylak I, Penner E, Dridger A, Mahnken R. A fuzzy‐stochastic model for transversely
    fiber reinforced plastics. <i>PAMM</i>. Published online 2018. doi:<a href="https://doi.org/10.1002/pamm.201800121">10.1002/pamm.201800121</a>
  apa: Caylak, I., Penner, E., Dridger, A., &#38; Mahnken, R. (2018). A fuzzy‐stochastic
    model for transversely fiber reinforced plastics. <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.201800121">https://doi.org/10.1002/pamm.201800121</a>
  bibtex: '@article{Caylak_Penner_Dridger_Mahnken_2018, title={A fuzzy‐stochastic
    model for transversely fiber reinforced plastics}, DOI={<a href="https://doi.org/10.1002/pamm.201800121">10.1002/pamm.201800121</a>},
    journal={PAMM}, author={Caylak, Ismail and Penner, Eduard and Dridger, Alex and
    Mahnken, Rolf}, year={2018} }'
  chicago: Caylak, Ismail, Eduard Penner, Alex Dridger, and Rolf Mahnken. “A Fuzzy‐stochastic
    Model for Transversely Fiber Reinforced Plastics.” <i>PAMM</i>, 2018. <a href="https://doi.org/10.1002/pamm.201800121">https://doi.org/10.1002/pamm.201800121</a>.
  ieee: 'I. Caylak, E. Penner, A. Dridger, and R. Mahnken, “A fuzzy‐stochastic model
    for transversely fiber reinforced plastics,” <i>PAMM</i>, 2018, doi: <a href="https://doi.org/10.1002/pamm.201800121">10.1002/pamm.201800121</a>.'
  mla: Caylak, Ismail, et al. “A Fuzzy‐stochastic Model for Transversely Fiber Reinforced
    Plastics.” <i>PAMM</i>, 2018, doi:<a href="https://doi.org/10.1002/pamm.201800121">10.1002/pamm.201800121</a>.
  short: I. Caylak, E. Penner, A. Dridger, R. Mahnken, PAMM (2018).
date_created: 2020-09-11T09:49:21Z
date_updated: 2022-07-27T07:06:49Z
doi: 10.1002/pamm.201800121
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
status: public
title: A fuzzy‐stochastic model for transversely fiber reinforced plastics
type: journal_article
user_id: '75'
year: '2018'
...
---
_id: '19124'
author:
- first_name: Eduard
  full_name: Penner, Eduard
  id: '27973'
  last_name: Penner
- first_name: Ismail
  full_name: Caylak, Ismail
  id: '75'
  last_name: Caylak
- first_name: Alex
  full_name: Dridger, Alex
  last_name: Dridger
- first_name: Rolf
  full_name: Mahnken, Rolf
  id: '335'
  last_name: Mahnken
citation:
  ama: Penner E, Caylak I, Dridger A, Mahnken R. Possibilistic and stochastic analysis
    using for rubber‐like materials. <i>PAMM</i>. Published online 2018. doi:<a href="https://doi.org/10.1002/pamm.201800153">10.1002/pamm.201800153</a>
  apa: Penner, E., Caylak, I., Dridger, A., &#38; Mahnken, R. (2018). Possibilistic
    and stochastic analysis using for rubber‐like materials. <i>PAMM</i>. <a href="https://doi.org/10.1002/pamm.201800153">https://doi.org/10.1002/pamm.201800153</a>
  bibtex: '@article{Penner_Caylak_Dridger_Mahnken_2018, title={Possibilistic and stochastic
    analysis using for rubber‐like materials}, DOI={<a href="https://doi.org/10.1002/pamm.201800153">10.1002/pamm.201800153</a>},
    journal={PAMM}, author={Penner, Eduard and Caylak, Ismail and Dridger, Alex and
    Mahnken, Rolf}, year={2018} }'
  chicago: Penner, Eduard, Ismail Caylak, Alex Dridger, and Rolf Mahnken. “Possibilistic
    and Stochastic Analysis Using for Rubber‐like Materials.” <i>PAMM</i>, 2018. <a
    href="https://doi.org/10.1002/pamm.201800153">https://doi.org/10.1002/pamm.201800153</a>.
  ieee: 'E. Penner, I. Caylak, A. Dridger, and R. Mahnken, “Possibilistic and stochastic
    analysis using for rubber‐like materials,” <i>PAMM</i>, 2018, doi: <a href="https://doi.org/10.1002/pamm.201800153">10.1002/pamm.201800153</a>.'
  mla: Penner, Eduard, et al. “Possibilistic and Stochastic Analysis Using for Rubber‐like
    Materials.” <i>PAMM</i>, 2018, doi:<a href="https://doi.org/10.1002/pamm.201800153">10.1002/pamm.201800153</a>.
  short: E. Penner, I. Caylak, A. Dridger, R. Mahnken, PAMM (2018).
date_created: 2020-09-08T10:25:18Z
date_updated: 2023-01-24T14:12:07Z
department:
- _id: '9'
- _id: '154'
- _id: '321'
doi: 10.1002/pamm.201800153
language:
- iso: eng
publication: PAMM
publication_identifier:
  issn:
  - 1617-7061
  - 1617-7061
publication_status: published
status: public
title: Possibilistic and stochastic analysis using for rubber‐like materials
type: journal_article
user_id: '335'
year: '2018'
...
