Deep learning operator network for plastic deformation with variable loads and material properties
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Science Applications,General Engineering,Modeling and Simulation,Software
Link
https://link.springer.com/content/pdf/10.1007/s00366-023-01822-x.pdf
Reference34 articles.
1. Fuhg JN, Marino M, Bouklas N (2022) Local approximate Gaussian process regression for data-driven constitutive models: development and comparison with neural networks. Comput Methods Appl Mech Eng 388:114217. https://doi.org/10.1016/j.cma.2021.114217
2. White DA, Arrighi WJ, Kudo J, Watts SE (2019) Multiscale topology optimization using neural network surrogate models. Comput Methods Appl Mech Eng 346:1118–1135. https://doi.org/10.1016/j.cma.2018.09.007
3. Shen SCY, Fernández MP, Tozzi G, Buehler MJ (2021) Deep learning approach to assess damage mechanics of bone tissue. J Mech Behav Biomed Mater 123:104761. https://doi.org/10.1016/j.jmbbm.2021.10476
4. Al-Haik MS, Hussaini MY, Garmestani H (2006) Prediction of nonlinear viscoelastic behavior of polymeric composites using an artificial neural network. Int J Plast 22:1367–1392. https://doi.org/10.1016/j.ijplas.2005.09.002
5. Hashash Y, Jung S, Ghaboussi J (2004) Numerical implementation of a neural network based material model in finite element analysis. Int J Numer Methods Eng 59:989–1005. https://doi.org/10.1002/nme.905
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