\textit{Ab initio} study of interacting lattice vibrations and stabilization of the $\beta$-phase in Ni-Ti shape-memory alloy
Petros Souvatzis, Dominik Legut, Olle Eriksson, Mikhail I. Katsnelson

TL;DR
This study uses advanced ab initio lattice dynamical calculations to accurately predict the phase transformation temperature in NiTi shape-memory alloy, revealing the stabilizing role of lattice vibrations in the high-temperature $eta$ phase.
Contribution
It demonstrates that self consistent ab initio lattice dynamical methods can effectively predict phase transformations in unstable crystal structures like NiTi's $eta$ phase.
Findings
Accurately predicts the critical temperature for phase transformation.
Shows the $eta$ phase stabilization is mainly due to lattice vibration interactions.
Validates the use of SCAILD in complex phase stability analysis.
Abstract
Lattice dynamical methods used to predict phase-transformations in crystals typically evaluate the harmonic phonon spectra and therefore do not work in frequent and important situations where the crystal structure is unstable in the harmonic approximation, such as the structure when it appears as a high-temperature phase of the shape memory alloy (SMA) NiTi. Here it is shown by self consistent {\it ab initio} lattice dynamical calculations (SCAILD) that the critical temperature for the pre-martensitic to phase-transformation in NiTi can be effectively calculated with good accuracy, and that the -phase is a result primarily of the stabilizing interaction between different lattice vibrations.
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