journal article·2026-05Open access

Molecular dynamics insights into the temperature-dependent cyclic stability of gradient nanocrystalline NiTiCu shape memory alloys

Xiang Zhu, Kexian Liu, Yingkui Sun, Liangliang Chu, Guansuo Dui

Abstract

NiTi-based shape memory alloys (SMAs) are widely used for their exceptional superelasticity and shape memory effects, yet their application is limited by cyclic stability degradation due to irreversible deformation. The introduction of Cu element and gradient grain structures demonstrates potential for enhancing their performance. In this work, molecular dynamics simulations were conducted to explore the phase transformation behavior of polycrystalline Ni 48 Ti 50 Cu 2 SMAs under cyclic loading. The synergistic effects of gradient grain size distribution and temperature conditions, and Cu concentration on cyclic stability were elucidated. Results indicate that elevated temperatures impede reverse phase transformation, promoting residual strain accumulation and impairing cyclic stability. However, increasing the gradient rate effectively suppresses cyclic instability. Compared to homogeneous nanocrystalline structures, the gradient grain structure exhibits a lower grain boundary density, thereby alleviating stress concentration during transformation. Simultaneously, the coarse-grained regions provide sufficient space for phase transformation, resulting in a more uniform and coordinated martensitic transformation and consequently enhancing the recoverable deformation capacity at elevated temperatures. Simultaneously, a moderate increase in Cu content can also improve cyclic stability, though this effect is constrained by the dual influence of gradient structure and temperature. This study clarifies the micro-mechanism by which gradient structures mitigate cyclic instability at high temperatures, offering insights for optimizing the cyclic stability of NiTiCu alloys.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Shape Memory Alloy Transformations · Metallurgical and Alloy Processes · Chemical and Physical Properties of Materials

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (53)

Show source-provided references
1. Few-shot cross-domain fault diagnosis of transportation motor bearings using MAML-GA10.1109/TTE.2025.3625779 ↗
2. Antinoise bearing fault diagnosis using time-reassigned multisynchrosqueezing transform and complex sparse learning dictionary
3. IBN-MixStyle network with dynamic weighted invariant risk minimization for domain-generalized bearing fault diagnosis10.1109/TCE.2025.3607134 ↗
4. Parameterized iterative Time–frequency-multisqueezing transform for bearing fault diagnosis
5. Privacy protection-enhanced vertical-horizontal federated learning secure sharing for multisource heterogeneous data10.1109/TII.2026.3681961 ↗
6. Possibilities, performance and challenges of nitinol alloy fabricated by directed energy deposition and powder Bed Fusion for biomedical implants10.1016/j.jmapro.2023.08.024 ↗
7. Graded phase structure in the surface layer of NiTi alloy processed by surface severe plastic deformation10.1016/j.scriptamat.2011.02.008 ↗
8. An intermetallic NiTi-Based shape memory coil spring for actuator technologies10.3390/met11081212 ↗
9. Development of a shape memory alloy-based friction damper and its experimental characterization considering rate and temperature effects10.1016/j.engstruct.2022.115101 ↗
10. Effect of temperature on fatigue of superelastic NiTi wires10.1016/j.ijfatigue.2020.105470 ↗
11. A review on shape memory alloys with applications to morphing aircraft10.1088/0964-1726/23/6/063001 ↗
12. Cyclic stability in NiTi and NiTiCu thin films: role of precipitates in low- and high-cycle regimes10.1016/j.scriptamat.2024.116189 ↗
13. Temperature and microstructure dependent tensile behavior of coarse grained superelastic NiTi10.1016/j.matdes.2023.111617 ↗
14. Atomistic study of phase transformation and plastic behaviors of gradient nanocrystalline NiTi shape memory alloy10.1016/j.euromechsol.2025.105838 ↗
15. Cyclic phase transformation behavior of nanocrystalline NiTi at microscale10.1016/j.actamat.2019.12.019 ↗
16. Effect of mechanical cycling on the pseudoelasticity characteristics of TiNi and TiNiCu alloys10.1016/0921-5093(95)09881-X ↗
17. Deformation behavior and microstructure evolution of NiTiCu shape memory alloy subjected to plastic deformation at high temperatures10.3390/met7080294 ↗
18. High cyclic stability of the elastocaloric effect in sputtered TiNiCu shape memory films
19. Predictive modeling of phase transformation temperatures in NiTiCu shape memory alloys: integrating electronic factors through artificial neural network
20. On the effect of alloy composition on martensite start temperatures and latent heats in Ni–Ti-based shape memory alloys10.1016/j.actamat.2015.02.029 ↗
21. Cu-Content dependence of shape memory characteristics in ti–ni–cu alloys10.2320/matertrans1989.31.959 ↗
22. Towards strength–ductility synergy through the design of heterogeneous nanostructures in metals
23. Lowering coefficient of friction in Cu alloys with stable gradient nanostructures10.1126/sciadv.1601942 ↗
24. Enhanced wear resistance of the ultrastrong ultrasonic shot-peened M50 bearing steel with gradient nanograins10.3390/met12030424 ↗
25. Forming mechanism, mechanical properties, and corrosion properties of aluminum alloy sheet with gradient structure processed by plastic flow machining
26. Enhanced mechanical properties and corrosion resistance of 316L stainless steel by pre-forming a gradient nanostructured surface layer and annealing
27. Recent progress in gradient-structured metals and alloys10.1016/j.pmatsci.2023.101194 ↗
28. A gradient theory of single-crystal viscoplasticity that accounts for geometrically necessary dislocations10.1016/S0022-5096(01)00104-1 ↗
29. The physics of plastic deformation10.1016/0749-6419(87)90021-0 ↗
30. Indentation size effects in crystalline materials: a law for strain gradient plasticity10.1016/S0022-5096(97)00086-0 ↗
31. Improved elastocaloric cooling performance in gradient-structured NiTi alloy processed by localized laser surface annealing10.1016/j.actamat.2021.116741 ↗
32. Effect of thermomechanical training temperature on the two-way shape memory effect of TiNi and TiNiCu shape memory alloys springs10.1016/S0167-577X(02)01014-5 ↗
33. Atomistic investigation of phase transformations in NiTiCu shape memory alloys10.1016/j.ijmecsci.2024.109256 ↗
34. Pseudoelastic behaviour of shape memory alloy beams under pure bending: experiments and modelling10.1016/S0020-7403(02)00011-5 ↗
35. Molecular dynamics simulations of the two-way shape-memory effect in NiTi nanowires10.1557/opl.2015.705 ↗
36. Atomic scale processes of phase transformations in nanocrystalline NiTi shape-memory alloys10.1016/j.actamat.2016.10.019 ↗
37. Evaluation of different SMA models performances in the nonlinear dynamics of pseudoelastic oscillators via a comprehensive modeling framework10.1016/j.ijmecsci.2017.06.023 ↗
38. Molecular dynamic simulation on nano-indentation of NiTi SMA10.1016/j.msea.2017.11.030 ↗
39. The effectiveness of reference-free modified embedded atom method potentials demonstrated for NiTi and NbMoTaW10.1088/1361-651X/ab2604 ↗
40. Reversible elastocaloric effect at ultra-low temperatures in nanocrystalline shape memory alloys10.1016/j.actamat.2018.11.035 ↗
41. Investigation on the micro-mechanism of martensitic transformation in nano-polycrystalline NiTi shape memory alloys using molecular dynamics simulations10.1016/j.jallcom.2019.153509 ↗
42. Development and application of a Ni-Ti interatomic potential with high predictive accuracy of the martensitic phase transition10.1103/PhysRevB.92.134107 ↗
43. Transformation pathway of NiTi shape memory alloy and its modulation based on grain size gradient: a molecular dynamics study10.1016/j.jmrt.2024.04.079 ↗
44. Phase-field simulations of temperature-dependent elastocaloric effect in gradient-structured NiTi10.1016/j.ijmecsci.2025.111041 ↗
45. Study on lapping mechanism of different crystal planes of Indium Phosphide: molecular dynamics simulation and experimental verification10.1021/acs.langmuir.5c03109 ↗
46. Developing interatomic potentials for complex concentrated alloys of Cu, Ti, Ni, Cr, Co, Al, Fe, and Mn10.1016/j.commatsci.2024.113595 ↗
47. Atomic-scale study of ultrasonic elliptical vibration-assisted cutting of InP crystals via molecular dynamics10.1016/j.jmrt.2026.01.137 ↗
48. Atomic understanding of the formation mechanism of nanoscratches on the surface of Indium Phosphide in different tool directions10.1021/acs.langmuir.5c03701 ↗
49. Anisotropy and Clausius-Clapeyron relation for forward and reverse stress-induced martensitic transformations in polycrystalline NiTi thin walled tubes10.1016/j.mechmat.2020.103392 ↗
50. Experimental investigation on the mechanical instability of superelastic NiTi shape memory alloy10.1007/s11665-016-2170-9 ↗
51. Dissecting functional degradation in NiTi shape memory alloys containing amorphous regions via atomistic simulations10.1016/j.actamat.2020.10.070 ↗
52. Toward tunable shape memory effect of NiTi alloy by grain size engineering: a phase field study10.1016/j.jmst.2022.10.089 ↗
53. Enhancement of fracture toughness of NiTi alloy by controlling grain size gradient10.3390/nano15020125 ↗