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Proceedings Papers

Additively Manufactured NiTiHf Shape Memory Alloy Transformation Temperature Evaluation by Radial Basis Function and Perceptron Neural Networks

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Hossein Abedi, Mohammadjavad Abdollahzadeh, Abdalmageed Almotari, Majed Ali, Shiva Mohajerani, Mohammad Elahinia, Ala Qattawi
Proc. ASME. MSEC2023, Volume 1: Additive Manufacturing; Advanced Materials Manufacturing; Biomanufacturing; Life Cycle Engineering, V001T01A004, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-101325
https://doi.org/10.1115/MSEC2023-101325
... Abstract Employing Laser Powder Bed Fusion (LPBF) method to manufacture NiTiHf Shape Memory Alloy (SMA) is becoming more common. The major design property for NiTiHf is the transformation temperatures (TTs) which control the activation threshold of the SMA material and enable it to create...
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Topics: Additive manufacturing, Artificial neural networks, Design, Lasers, Machine learning, Shape memory alloys, Temperature