A data-driven model of the yield and strain hardening response of commercially pure titanium in uniaxial stress

This study presents a technique to develop data-driven constitutive models for the elastic-plastic response of materials, and applies this technique to the case of commercially pure titanium. The complex yield and strain hardening characteristics of this solid are captured for random non-monotonic u...

وصف كامل

التفاصيل البيبلوغرافية

الحاوية / القاعدة:	Materials & Design
المؤلفون الرئيسيون:	Burcu Tasdemir, Vito Tagarielli, Antonio Pellegrino
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	Elsevier 2023-05-01
الموضوعات:	Plasticity Cyclic loading Strain hardening Machine learning Surrogate model
الوصول للمادة أونلاين:	http://www.sciencedirect.com/science/article/pii/S0264127523002939