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Rediscovering the Mullins effect with deep symbolic regression
International Journal of Plasticity ( IF 9.4 ) Pub Date : 2024-06-14 , DOI: 10.1016/j.ijplas.2024.104037
Rasul Abdusalamov , Jendrik Weise , Mikhail Itskov

The Mullins effect represents a softening phenomenon observed in rubber-like materials and soft biological tissues. It is usually accompanied by many other inelastic effects like for example residual strain and induced anisotropy. In spite of the long term research and many material models proposed in literature, accurate modeling and prediction of this complex phenomenon still remain a challenging task.

中文翻译:


通过深度符号回归重新发现穆林斯效应



马林斯效应代表了在橡胶类材料和软生物组织中观察到的软化现象。它通常伴随着许多其他非弹性效应,例如残余应变和诱导各向异性。尽管进行了长期研究并在文献中提出了许多材料模型,但对这种复杂现象的精确建模和预测仍然是一项具有挑战性的任务。
更新日期:2024-06-14
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