A new texture descriptor for data-driven constitutive modeling of anisotropic plasticity
CC-BY
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| Tác giả chính: | , |
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
| Nhà xuất bản: |
Springer
2023
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| Chủ đề: | |
| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s10853-023-08852-2 https://dlib.phenikaa-uni.edu.vn/handle/PNK/9034 |
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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 |