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A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity

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Bibliographic Details
Main Authors: Schmidt, Jan, Hartmaier, Alexander
Format: Book
Language:English
Published: Springer 2023
Subjects:
anisotropic plasticity
Online Access:https://link.springer.com/article/10.1007/s10853-023-08852-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9034
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spelling oai:localhost:PNK-90342023-09-15T03:12:37Z A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity Schmidt, Jan Hartmaier, Alexander anisotropic plasticity CC-BY Constitutive modeling of anisotropic plastic material behavior traditionally follows a deductive scheme, relying on empirical observations that are cast into analytic equations, the so-called phenomenological yield functions. Recently, data-driven constitutive modeling has emerged as an alternative to phenomenological models as it offers a more general way to describe the material behavior with no or fewer assumptions. In data-driven constitutive modeling, methods of statistical learning are applied to infer the yield function directly from a data set generated by experiments or numerical simulations. 2023-09-15T03:12:37Z 2023-09-15T03:12:37Z 2023 Book https://link.springer.com/article/10.1007/s10853-023-08852-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/9034 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic anisotropic plasticity
spellingShingle anisotropic plasticity
Schmidt, Jan
Hartmaier, Alexander
A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
description CC-BY
format Book
author Schmidt, Jan
Hartmaier, Alexander
author_facet Schmidt, Jan
Hartmaier, Alexander
author_sort Schmidt, Jan
title A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
title_short A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
title_full A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
title_fullStr A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
title_full_unstemmed A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
title_sort new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s10853-023-08852-2
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9034
_version_ 1779307148615876608
score 8.881002

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