444 citations · 691 across the 14 of their papers we have counts for
4 papers · 1 filter
Rolling contact fatigue deformation mechanisms of nickel-rich nickel-titanium-hafnium alloys
Sean H. Mills, Christopher Dellacorte, Ronald D. Noebe +2
The tribological performance and underlying deformation behavior of Ni55Ti45, Ni54Ti45Hf1 and Ni56Ti36Hf8 alloys were studied using rolling contact fatigue (RCF) testing and transm…
Heat treatment - microstructure - hardness relationships of new nickel-rich nickel-titanium-hafnium alloys developed for tribological applications
Sean H. Mills, Christopher Dellacorte, Ronald D. Noebe +3
The effects of various heat treatments on the microstructure and hardness of new Ni56Ti41Hf3 and Ni56Ti36Hf8 (atomic %) alloys were studied to evaluate the suitability of these mat…
Machine Learning for Materials Developments in Metals Additive Manufacturing
N. S. Johnson, P. S. Vulimiri, A. C. To +4
In metals additive manufacturing (AM), materials and components are concurrently made in a single process as layers of metal are fabricated on top of each other in the near-final t…
Physics-informed machine learning for composition-process-property alloy design: shape memory alloy demonstration
Sen Liu, Branden B. Kappes, Behnam Amin-ahmadi +3
Machine learning (ML) is shown to predict new alloys and their performances in a high dimensional, multiple-target-property design space that considers chemistry, multi-step proces…