14 citations · 28 across the 3 of their papers we have counts for
3 papers
A BRAVE Alloy Design Campaign (Bayesian Risk-aware Alloy discoVery and Exploration)
Mrinalini Mulukutla, Danial Khatamsaz, Trevor Hastings +23
In constrained alloy optimization, the compositions with the highest performance potential often reside at the boundary of phase stability -- where the risk of experimental failure…
Data-driven study of composition-dependent phase compatibility in NiTi shape memory alloys
Sina Hossein Zadeh, Cem Cakirhan, Danial Khatamsaz +5
The martensitic transformation in NiTi-based Shape Memory Alloys (SMAs) provides a basis for shape memory effect and superelasticity, thereby enabling applications requiring solid-…
An Interpretable Boosting-based Predictive Model for Transformation Temperatures of Shape Memory Alloys
Sina Hossein Zadeh, Amir Behbahanian, John Broucek +7
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 availabl…