Improving Capabilities of Constitutive Modeling of Shape Memory Alloys for Solving Dynamic Problems Via Application of Neural Networks

Springer Proceedings in Mathematics & Statistics - Perspectives in Dynamical Systems I: Mechatronics and Life Sciences ◽

10.1007/978-3-030-77306-9_15 ◽

2022 ◽

pp. 171-181

Author(s):

Adam Martowicz ◽

Mikołaj Żabiński ◽

Jakub Bryła ◽

Jakub Roemer

Keyword(s):

Neural Networks ◽

Shape Memory Alloys ◽

Shape Memory ◽

Constitutive Modeling ◽

Dynamic Problems

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Evaluation of NiMnGa Magnetic Shape Memory Alloys Using Cellular Neural Networks

III European Conference on Computational Mechanics ◽

10.1007/1-4020-5370-3_167 ◽

2008 ◽

pp. 167-167

Author(s):

Gursev Pirge ◽

Sabri Altintaş ◽

Niyazi Kiliç ◽

Osman N. Uçan

Keyword(s):

Neural Networks ◽

Shape Memory Alloys ◽

Shape Memory ◽

Cellular Neural Networks ◽

Magnetic Shape Memory ◽

Magnetic Shape Memory Alloys

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Nonlocal elasticity in shape memory alloys modeled using peridynamics for solving dynamic problems

Nonlinear Dynamics ◽

10.1007/s11071-019-04943-5 ◽

2019 ◽

Vol 97 (3) ◽

pp. 1911-1935 ◽

Author(s):

Adam Martowicz ◽

Jakub Bryła ◽

Wieslaw J. Staszewski ◽

Massimo Ruzzene ◽

Tadeusz Uhl

Keyword(s):

Shape Memory Alloys ◽

Shape Memory ◽

Nonlocal Elasticity ◽

Dynamic Problems

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Improved Constitutive Modeling for Phase Transformation of Shape Memory Alloys

Journal of Solid Mechanics and Materials Engineering ◽

10.1299/jmmp.7.11 ◽

2013 ◽

Vol 7 (1) ◽

pp. 11-26 ◽

Author(s):

Jie HE ◽

Yutaka TOI

Keyword(s):

Phase Transformation ◽

Shape Memory Alloys ◽

Shape Memory ◽

Constitutive Modeling

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Phenomenological constitutive modeling of ferromagnetic shape memory alloys considering the effects of loading history on reorientation start conditions

Continuum Mechanics and Thermodynamics ◽

10.1007/s00161-018-0704-0 ◽

2018 ◽

Vol 31 (4) ◽

pp. 1065-1085 ◽

Author(s):

Siavash Jafarzadeh ◽

Milad Shirani ◽

Mahmoud Kadkhodaei ◽

Ehsan Gheibgholami

Keyword(s):

Shape Memory Alloys ◽

Shape Memory ◽

Constitutive Modeling ◽

Loading History ◽

Ferromagnetic Shape Memory Alloys ◽

Ferromagnetic Shape Memory

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Anisotropic behavior of superelastic NiTi shape memory alloys; an experimental investigation and constitutive modeling

Mechanics of Materials ◽

10.1016/j.mechmat.2014.07.006 ◽

2014 ◽

Vol 77 ◽

pp. 110-124 ◽

Author(s):

Reza Mehrabi ◽

Masood Taheri Andani ◽

Mohammad Elahinia ◽

Mahmoud Kadkhodaei

Keyword(s):

Experimental Investigation ◽

Shape Memory Alloys ◽

Shape Memory ◽

Constitutive Modeling ◽

Anisotropic Behavior ◽

Niti Shape Memory Alloys

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Constitutive modeling of Ni–Mn–Ga ferromagnetic shape memory alloys under biaxial compression

Journal of Intelligent Material Systems and Structures ◽

10.1177/1045389x15596850 ◽

2015 ◽

Vol 27 (11) ◽

pp. 1547-1564 ◽

Author(s):

Milad Shirani ◽

Mahmoud Kadkhodaei

Keyword(s):

Shape Memory Alloys ◽

Shape Memory ◽

Constitutive Modeling ◽

Biaxial Compression ◽

Ferromagnetic Shape Memory Alloys ◽

Ferromagnetic Shape Memory

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Adaptive displacement online control of shape memory alloys actuator based on neural networks and hybrid differential evolution algorithm

Neurocomputing ◽

10.1016/j.neucom.2015.03.032 ◽

2015 ◽

Vol 166 ◽

pp. 464-474 ◽

Author(s):

Nguyen Ngoc Son ◽

Ho Pham Huy Anh

Keyword(s):

Neural Networks ◽

Differential Evolution ◽

Shape Memory Alloys ◽

Shape Memory ◽

Differential Evolution Algorithm ◽

Online Control ◽

Evolution Algorithm

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Thermomechanical coupling in shape memory alloys under cyclic loadings: Experimental analysis and constitutive modeling

International Journal of Plasticity ◽

10.1016/j.ijplas.2011.05.005 ◽

2011 ◽

Vol 27 (12) ◽

pp. 1959-1980 ◽

Author(s):

Claire Morin ◽

Ziad Moumni ◽

Wael Zaki

Keyword(s):

Shape Memory Alloys ◽

Shape Memory ◽

Experimental Analysis ◽

Constitutive Modeling ◽

Thermomechanical Coupling

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Constitutive Modeling of Porous Shape Memory Alloys Considering Strain Rate Effect

Journal of Computational Science and Technology ◽

10.1299/jcst.2.511 ◽

2008 ◽

Vol 2 (4) ◽

pp. 511-522 ◽

Author(s):

Yutaka TOI ◽

Daegon CHOI

Keyword(s):

Shape Memory Alloys ◽

Strain Rate ◽

Shape Memory ◽

Constitutive Modeling ◽

Strain Rate Effect ◽

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Constitutive modeling of tension-torsion coupling and tension-compression asymmetry in NiTi shape memory alloys

Smart Materials and Structures ◽

10.1088/0964-1726/23/7/075021 ◽

2014 ◽

Vol 23 (7) ◽

pp. 075021 ◽

Author(s):

Reza Mehrabi ◽

Mahmoud Kadkhodaei ◽

Mohammad Elahinia

Keyword(s):

Shape Memory Alloys ◽

Shape Memory ◽

Constitutive Modeling ◽

Niti Shape Memory Alloys ◽

Tension Compression Asymmetry

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