Zobrazeno 1 - 10
of 10
pro vyhledávání: '"William Trehern"'
Autor:
Faith Gantz, Hannah Stroud, John C. Fuller, Kelsa Adams, Peter E. Caltagirone, Hande Ozcan, Ibrahim Karaman, Darren J. Hartl, Aaron P. Stebner, William Trehern, Travis Turner, Robert W. Wheeler, Marcus L. Young, Othmane Benafan
Publikováno v:
Shape Memory and Superelasticity. 8:150-167
Autor:
Sina Hossein Zadeh, Amir Behbahanian, John Broucek, Mingzhou Fan, Guillermo Vazquez, Mohammad Noroozi, William Trehern, Xiaoning Qian, Ibrahim Karaman, Raymundo Arroyave
In this study, we demonstrate how the incorporation of appropriate feature engineering together with the selection of a Machine Learning (ML) algorithm that best suits the available dataset, leads to the development of a predictive model for transfor
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2e9422d4c1cf9cad32c775f7e904181e
http://arxiv.org/abs/2302.02153
http://arxiv.org/abs/2302.02153
Autor:
Brent Vela, Cafer Acemi, Prashant Singh, Tanner Kirk, William Trehern, Eli Norris, Duane D. Johnson, Ibrahim Karaman, Raymundo Arróyave
Publikováno v:
Acta Materialia. 248:118784
Autor:
Ziyu Xiang, Mingzhou Fan, Guillermo Vázquez Tovar, William Trehern, Byung-Jun Yoon, Xiaofeng Qian, Raymundo Arroyave, Xiaoning Qian
Publikováno v:
Proceedings of the AAAI Conference on Artificial Intelligence. 35:10414-10421
Automatic Feature Engineering (AFE) aims to extract useful knowledge for interpretable predictions given data for the machine learning tasks. Here, we develop AFE to extract dependency relationships that can be interpreted with functional formulas to
Publikováno v:
Scripta Materialia. 158:83-87
This paper presents martensitic transformation characteristics of selected multi-component (Ni,Pd) 50 (Ti,Hf,Zr) 50 alloys, with an emphasis on superelasticity and thermal actuation behavior. We report, for the first time, austenite finish temperatur
Autor:
N. Malone, T.D. Morrison, Brian E. Franco, Othmane Benafan, William Trehern, B. Loveall, Ibrahim Karaman, H. Ozcan, N. Hite
Publikováno v:
Materials Letters. 308:131246
Solid state actuation characteristics of CuAlMn shape memory alloys (SMAs) are reported at extreme low temperatures (
Autor:
William Trehern, Raymundo Arroyave, Alaa Elwany, Raiyan Seede, Austin Whitt, Ibrahim Karaman, Jiahui Ye
Publikováno v:
Additive Manufacturing. 47:102258
Additive manufacturing (AM) has gained considerable academic and industrial interest due to its ability to produce parts with complex geometries with the potential for local microstructural control. However, due to the large number of material and pr
Autor:
Darin J. Sharar, Adam A. Wilson, Tejas Umale, K.C. Atli, Ibrahim Karaman, Asher C. Leff, William Trehern, N. Hite
Publikováno v:
Acta Materialia. 218:117175
Motivated by the recent advancements demonstrating the effectiveness of NiTi shape memory alloys (SMAs) as high figure of merit (FOM) phase change materials (PCMs) for thermal management and storage, NiTiHf SMAs were explored as candidate solid-solid
Autor:
Ibrahim Karaman, Z. Chaudhry, William Trehern, Fanping Sun, C. Hayrettin, O. Karakoc, H. Ozcan, Demircan Canadinc
Publikováno v:
Scripta Materialia. 135:92-96
The processing - phase transformation - deformation response relationship of Ni 50 Ti 35 Hf 15 high temperature shape memory alloy was studied. As the material was hot extruded and further underwent wire drawing, the phase transformation temperatures