Computational insights and phase transition of ruthenium alloy by classical molecular dynamics simulations
Source abstract
Abstract
Understanding the mechanism of metal solidification holds both theoretical significance and practical importance. In this study, we conducted molecular dynamics simulations to investigate the impact of cooling rates on the solidification of a melted ruthenium alloy using the embedded atom method (EAM) potential. The EAM potential is a widely employed interatomic potential for describing the metallic system, which can capture numerous crucial properties, including mechanical properties, the energy of competing crystal structure dynamics, defects, and liquid structures. Our simulations showed that upon quenching with different cooling rates, the system transformed into a supercooled liquid state at 1200 K, and a hexagonal close-packed cluster emerged as a dominant structure that remained stable even in the supercooled state. A critical cooling rate (1011 K/s) marked the transition from crystal to amorphous phase; this transition exhibited an upward trend as the superheating temperature increased until it reached the maximum achievable cooling rate. Our simulations also revealed that the optimal conditions for undercooling and superheating occur at ∼0.4396 and 1.2893 Tm, respectively, where Tm is the melting temperature. Our results provide comprehensive insights into the evolution of melt structures with changing temperatures during deep undercooling, the formation of homogeneous melt-free crystal regions, and the effect of the molten state on solidification phenomena.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Block Copolymer Self-Assembly · nanoparticles nucleation surface interactions · Machine Learning in Materials Science
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Energy Science and Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST) , Daegu 42988, Republic of Korea
Funding
Daegu Gyeongbuk Institute of Science and Technology
References (46)
Show source-provided references
1. Crystallization mechanism of liquid tellurium from classical molecular dynamics simulation10.1016/j.matchemphys.2019.122235 ↗
2. Nanoindentation of metallic glasses10.1016/s1369-7021(09)70039-2 ↗
3. Strain-dependent electronic and magnetic properties of MoS2 monolayer, bilayer, nanoribbons and nanotubes10.1039/c2cp42181j ↗
4. Pilot-scale experimental evaluation of induction melting of Ti-46Al-8Nb alloy in the fused BaZrO3 crucible10.1016/j.vacuum.2018.10.050 ↗
5. Relation of cooling rate, undercooling and structure for rapid solidification of iron melt10.1016/j.commatsci.2016.11.025 ↗
6. Crystallization properties of a supercooled metallic liquid10.1063/1.462488 ↗
7. In situ characterization of the high pressure—High temperature melting curve of platinum10.1038/s41598-019-49676-y ↗
8. C–H nitrogenation and oxygenation by ruthenium catalysis10.1039/c3cc47028h ↗
9. D. Swift , T.Lockard, O.Heuzé, M.Frost, S.Glenzer, K.McClellan, S.Hamel, J.Klepeis, L.Benedict, P.Sterne, and G.Ackland, “Equations of state for ruthenium and rhodium,” arXiv:1909.05391 (2019).
10. 2004
11. Chemical and electrochemical depositions of platinum group metals and their applications10.1016/j.ccr.2004.08.015 ↗
12. Thermal equation of state of molybdenum determined from in situ synchrotron X-ray diffraction with laser-heated diamond anvil cells10.1038/srep19923 ↗
13. X-ray diffraction measurements of Mo melting to 119 GPa and the high pressure phase diagram10.1063/1.3082030 ↗
14. Microstructures define melting of molybdenum at high pressures10.1038/ncomms14562 ↗
15. Equation of state of rhenium and application for ultra high pressure calibration10.1063/1.4863300 ↗
16. Implementation of micro-ball nanodiamond anvils for high-pressure studies above 6 mbar10.1038/ncomms2160 ↗
17. Thermal equation of state of ruthenium characterized by resistively heated diamond anvil cell10.1038/s41598-019-51037-8 ↗
18. Stability of the HCP ruthenium at high pressures from first principles10.1063/1.4894167 ↗
19. Effect of cooling rates on microstructures during solidification process of liquid metal Zn10.3866/pku.whxb20080212 ↗
20. Simulation study of effects of cooling rate on microstructure of liquid metal Na during solidification processes10.7498/aps.54.5723 ↗
21. Effect of cooling rate on the microstructure evolution and mechanical properties of iron-rich Al–Si alloy10.3390/ma15020411 ↗
22. Cooling rate dependence of solidification for liquid aluminium: A large-scale molecular dynamics simulation study10.1039/c6cp02172g ↗
23. Influence of melt thermal history on structure of melt Al-Cu alloy
24. Unraveling the mechanisms of aluminum solidification under hyper-gravity condition from molecular dynamics simulations10.1063/5.0090633 ↗
25. Abnormal correlation between phase transformation and cooling rate for pure metals10.1038/srep22391 ↗
26. Relation between superheated temperature and cooling rate for deep supercooled niobium melt10.1039/c8ra10189b ↗
27. Fast parallel algorithms for short-range molecular dynamics10.1006/jcph.1995.1039 ↗
28. Embedded-atom method: Derivation and application to impurities, surfaces, and other defects in metals10.1103/physrevb.29.6443 ↗
29. Development of an EAM potential for ruthenium
30. N.I.O.S.A. Technology · 2010
31. A molecular dynamics method for simulations in the canonical ensemble10.1080/00268970110089108 ↗
32. Ab initio molecular dynamics for liquid metals10.1103/physrevb.47.558 ↗
33. Efficient iterative schemes for ab initio total-energy calculations using a plane-wave basis set10.1103/physrevb.54.11169 ↗
34. A molecular dynamics method for simulations in the canonical ensemble10.1080/00268978400101201 ↗
35. Canonical sampling through velocity rescaling10.1063/1.2408420 ↗
36. From ultrasoft pseudopotentials to the projector augmented-wave method10.1103/physrevb.59.1758 ↗
37. Semiempirical GGA-type density functional constructed with a long-range dispersion correction10.1002/jcc.20495 ↗
38. Van der Waals density functionals applied to solids10.1103/physrevb.83.195131 ↗
39. Chemical accuracy for the van der Waals density functional10.1088/0953-8984/22/2/022201 ↗
40. Phase selection during solidification of liquid magnesium via ab initio molecular dynamics simulations10.1063/1.4914414 ↗
41. Signature of nearly icosahedral structures in liquid and supercooled liquid copper10.1103/physrevb.74.134205 ↗
42. Ab initio simulations of geometrical frustration in supercooled liquid Fe and Fe-based metallic glass10.1103/physrevb.77.014205 ↗
43. Quantum-limited position detection and amplification: A linear response perspective10.1103/physrevb.70.245306 ↗
44. Atomic structure evolution during solidification of liquid niobium from ab initio molecular dynamics simulations10.1088/0953-8984/26/5/055004 ↗
45. Dynamical and structural properties of metallic liquid and glass Zr48Cu36Ag8Al8 alloy studied by molecular dynamics simulation10.1016/j.jnoncrysol.2021.120890 ↗
46. Structure and thermodynamics of liquid ruthenium and ruthenium-based alloys from ab initio and classical molecular dynamics with embedded atom model potentials10.1088/1361-651x/acda50 ↗