NiTi Austenite and Martensite Phases by Quantum Monte Carlo

Key properties obtained for transition temperature.

The martensitic transition temperature (MTT) of a shape-memory alloy (SMA) is one of its most important characteristics determining its operating temperature. The energy difference (Δ⁢𝐸) between the austenite and martensite phases is among the most crucial factors dictating MTT. Using density-functional theory, Δ⁢𝐸 of NiTi, the most studied and commonly used SMA, varies from 23 to 116 meV/atom, depending on the density functional [Wu and Lawson, J. Chem. Phys. 161, 134104 (2024)]. Consequently, free-energy calculations using different density functionals yield MTTs that differ by several hundred K. In this work Δ⁢𝐸 of NiTi was obtained using diffusion quantum Monte Carlo. The energy difference is estimated to be 70.9±2.5 meV/atom.

Kevin K. Ly, Zhigang Wu, and John W. Lawson. Phys. Rev. B 113, 184115 (2026). https://doi.org/10.1103/gf27-pcl6 

NiTi phase diagram highlight image