Abstract
The mechanical behaviours of FeCoNiCrCu high entropy alloys (HEAs) were studied via large-scale molecular dynamics (MD) simulations. A rigid indenter was applied in the indentation to investigate the microstructural evolution and mechanical properties of HEAs in terms of indentation force, Young's modulus, dislocation behaviours, and shear strain distributions. Effects of Cu precipitation on the mechanical properties of HEAs were discussed. The modulus calculated from simulations were inconsistent with experiments. The precipitation of Cu will increase the elastic modulus of the matrix, while the solution of Cu into the matrix can increase the work strengthening rate. The coherent interface of Cu precipitation can contribute to a high work strengthening rate, while the incoherent interface will lead to a lower deformation resistance.
Introduction
High entropy alloys (HEAs) are a class of concentrated alloys that can exist single-phase even they are composed of five or more elements at an equal or nearly equal molar fraction [1-3]. Comparing to the conventional alloys, the design space of HEAs was greatly expanded because of the advent of this kind of alloys. It was believed that in a multi principal elements alloy, intermetallic compounds are likely to form, therefore leading to embrittlement and harmful to the alloy using in the field of structural applications [4-6]. However, it has been proved that HEAs can form random solid solutions as opposed to intermetallic compounds, although comprising multi-principal elements [7-9]. The configurational entropy of HEAs could be very high, which may yield better thermal stability than conventional alloys. Among the HEA systems, FeCoNiCr has been extensively investigated by researchers due to excellent corrosion resistance, mechanical, magnetic, and electrical properties, as well as oxidation resistance [3,10-14]. However, elemental segregation or precipitation was observed in recent experiments in some HEAs even though their XRD patterns display a nominal single-phase solid solution structure [3,12,15]. It was also found that the addition of Cu in CoCrFeNi alloy system shows a single or two phases FCC structures [13,16] which means that the addition of Cu can attribute to the segregation of atoms or the change of atomic distributions in the HEA.
To explain this phenomenon, a simple argument is that a few particular constituent elements, such as Cu and Fe, in the HEA, have positive mixing enthalpy, hence leading to elemental segregation to minimise the total Gibb's free energy. A more precise thermodynamic model considering the effects from the high-order atomic interactions and mixing enthalpy on the mixing entropy by introducing an empirical parameter to modify the Miedema model [17,18] was developed by Y. F. Ye et al. [2]. The modified model can capture the trend of elemental segregation in solid-solution HEAs precisely at any given temperature. Elemental segregation and phase decomposition are quite common in many ‘claimed’ bulk HEAs, such as Cu precipitation [3], Cr segregation [19], Ni–Al precipitation [15], Ti–Al precipitation [20,21] due to the positive mixing enthalpy of these elements. On the other hand, a single-phase CrCoCuFeNi solid-solution film with a uniform FCC structure was prepared using the technique of radio-frequency magnetron sputtering (RF-sputtering) from a two-phase bulk target [3], and it was proved that the sputtering technique can improve the uniformity of the composition.
In the present paper, the effects of Cu precipitation on the mechanical properties of FeCoNiCrCu HEA were studied using the method of MD. Both Cu precipitation and uniform solid solution models were considered in the simulations, corresponding to the bulk alloy prepared using the technique of casting and thin-film alloy prepared using the RF-sputtering, respectively. For precipitation simulations, the effects of coherent and incoherent interfaces on the deformation behaviours of high entropy alloy were studied.
Simulation models and computational details
The atomic simulation model of nanoindentation including a virtual spherical indenter and a FeCoNiCrCu HEA sample without segregation and precipitation of any element was shown in Figure 1. The [100], [010], and [001] directions of HEA crystal were chosen as the x, y, and z directions of the simulation box. The FCC lattice with the parameters of a = 3.61 Å and α = 90° [3] was occupied by the five principal elements randomly. To study the effects of the interface on the properties of the alloy, models of Cu precipitation with coherent and incoherent interfaces were constructed. According to the previous studies [2,3], the following assumptions were made. (a) All the Cu atoms and the other four types of atoms were separated absolutely. The simulation model was composed of Cu and Cu-free regions and the atoms of Fe, Ni, Co and Cr occupied the lattice in the region of the Cu-free phase randomly. (b) The initial lattice parameters of the Cu and Cu-free regions were set to a = 3.58 Å and a = 3.61 Å, respectively, the misfit between the two phases is about 0.83%. (c) The initial interface configuration of the incoherent model is (001) Cu-free//(001)Cu and [100]Cu-free//[110]Cu. The lattice misfit between the two phases is about 29.89%. Both models of Cu precipitated HEA with coherent and incoherent interfaces were shown in Figure S1. The parameters of MD simulation during the indentation are shown in Table 1.
Schematics showing the setup of the simulation box for the example of the FeCoNiCrCu high-entropy alloy without Cu segregation. Computational parameters applied in the MD simulations.
Before the process of indentation, atoms in the simulation box were relaxed under NPT and periodic boundary conditions along x, y, and z directions at a constant temperature of T for 100ps, (T = 300, 500, 700, and 900 K) to obtain equilibrate structures. The simulation models were then separated into three different layers (shown in Figure 1). Atoms in the fixed layer with a thickness of 10 Å at the bottom of the box were kept fixed. Atoms in the thermostat layer with a thickness of 10 Å adjacent to the fixed atoms were kept at a corresponding constant temperature T by the velocity scaling method. Atoms in the Newtonian layer meet the classic Newton's second law [22-25]. In order to balance the enormous amount of computational resources needed and the accuracy of the results, different penetrating velocities of the indenter faster than that in the experiment were chosen in previous research works [26-28]. In this work, after a full relaxation, the virtual indenter was moved down along the z-direction at a constant speed of 10 m s−1. The indentation simulations were conducted in the microcanonical ensemble (NVE) with periodic boundary conditions along x, y directions, and non-periodic boundary conditions (shrink-wrapping) along the z-direction.
A series of MD simulations were performed using the open-source LAMMPS code [29], and the OVITO [30] is employed to visualise and analyse the computational results and atomic configurations. The interactions between the atoms were described by the embedded atom method (EAM) potential [31]. The repulsive interaction between the virtual rigid spherical indenter and high-entropy alloy atoms can be expressed by the following equation [22].
Results and discussions
Mechanical properties of HEAs
Figure 2(a) shows the typical load-displacement curves of HEAs during the nanoindentation process. It can be found clearly that all the HEAs undergo an elastic deformation first, and then followed by plastic deformation. This is similar to the in-situ micro/nano compression induced deformation behaviour of this kind of HEA [32]. Also, it can be observed that the curves exhibit displacement burst. According to the Hertzian elastic theory [33,34], the relation of the indentation load along the z-direction, F_z, and the indentation depth h during the elastic deformation can be expressed as follows
(a) Evolution of the normal force with indentation depth; Snapshots showing the dislocation network in the (b) HEA without Cu segregation, (c) HEA with coherent interface Cu segregation, and (d) HEA with incoherent interface Cu segregation at full indentation. Dislocations are coloured according to their Burgers vectors
is the reduced Young's modulus derived from the equation of
and
are the Poisson's ratio and Young's modulus of the indenter, respectively.
and
represent the Poisson's ratio and Young's modulus of HEA. Because of the value of the constant, K in Equation (1) was set large enough, the indenter used in the current MD simulation can be approximately regarded as an ideal rigid body with an infinite elastic modulus of
, Equation (3) can be simplified as

The Hertzian fitting curves of the three simulation models from Equation (3) were shown (solid lines) in Figure 2(a). According to the fitting results, the corresponding reduced Young's modulus of HEAs with no Cu segregation (NS), coherent Cu precipitation (CP), and incoherent precipitation (IP) were 73.01, 82.18, and 79.95 GPa with a standard deviation of about 0.5 GPa, respectively. It was reported that, the values of Poisson's ratio were 0.25 for CrFeCoNi, 0.31 for CrCoNi, 0.20 for CrFeNi, 0.28 for FeCoNi [35], 0.22∼0.26 for CoCrFeMnNi [36,37]. Here the Poisson's ratio for all simulated alloys was set as 0.25. So, based on Equation (4), Young's modulus of HEA models can be obtained as 68.45, 77.04, and 79.95 GPa, respectively. The results were qualitatively in agreement with about 56.5∼82.5 GPa from the in situ mechanical experiments of the HEA [32]. It can be found that the values of Young's modulus of the alloys with Cu precipitation are higher than that of HEA without Cu segregation. This can be explained by the rule of mixtures and the value of elastic modulus for Cu is much lower than the others [32].
The evolution of defect structures
It also can be found in Figure 2(a) that, these three kinds of alloys showed different behaviours during the period of plastic deformation (h > 0.5 nm), which can be explained by the propagation features of dislocations. The states and distributions of dislocations in the NS, CP, and IP alloys at the full indentation were shown in Figure 2(b–d), respectively. The dislocation-filled region in the vicinity of – and adherent to – the indent pit could be denoted as a plastic zone. Comparing to the homogenous HEA, the reaction volume for dislocation interactions in the segregated alloy was confined by the interfaces to the upper half of the simulation box, which can be seen in Figure 2(b–d). Figure S2 shows a comparison in the evolution of defect structures in all simulated models during nanoindentation. The atoms were colour-coded according to the value of the centrosymmetric parameter. The defect structures were generated due to the penetration of indenter into the samples or the mismatch of the lattice constants, including dislocation, stacking fault, or interface.
For the NS alloy, plastic deformation initiates at the indentation depth of 5.2 Å when a burst of dislocations occurs under the indenter, which can be seen in Figure S2 (a). Several dislocations nucleate under the tip of indenter on {1 1 1} slip planes, which results in an obvious force drop on the load-displacement curve (Figure 2(a)). The dislocation loops nucleate and emit from the indentation region (Figure S2(b–d)). As can be seen in Figure S3, two Shockley partial dislocations of Burgers vectors
For the CP alloy, it can be found in Figure 2(c) that dislocations were confined in the upper half of the simulation box by the coherent interface. More dislocation reactions are to be expected in this smaller volume. As can be seen in Figure S2(e), dislocations bounding the stacking faults were already formed before the indentation. This can be explained by the mismatch between the lattice constants of alloy and precipitated Cu. The atomistic configuration corresponding to point A, which is the end of the first drop on the load-displacement curve in Figure 2(a), was shown in Figure S2(f). It can be seen that the entangled dislocation structure initially formed at point A did not substantially change until point B. The load increased from 0.085 to 0.232 μN, which corresponds to a considerable strain-hardening of the alloy. The hardening can be attributed to the presence of the coherent interface. The deformation features during the process of nano-indentation and the contribution of the interface of this bilayer system is similar to the results reported in the previous research [38].
For the IP HEA, intrinsic dislocations were also found before indentation, as is shown in Figure S2(i). The atomistic configurations corresponding to different indentation depths were shown in Figure. S2(j–l). In this kind of alloy, entangled dislocation structure cannot be found in the different stages of indentation. Instead, stacking faults are either widened or narrowed during the process of plastic deformation. The evolutions of two specific stacking faults (marked as ‘1’ and ‘2’ in Figure S4(d)) are shown in Figure S4(a–f). Stacking fault 1 is widened because of the propagation of Shockley partial dislocations with Burgers vector of
The effects of Cu concentration and temperature
Recent experiments clearly showed that elemental segregation can take place in HEAs to minimise the total Gibb's free energy. Elements, such as Cu and Fe, in a HEA, have positive mixing enthalpy, hence leading to elemental segregation [2,3,15,39]. To investigate the effect of the concentration of element Cu on the mechanical properties of HEA, the corresponding models with different Cu concentrations were employed in the simulations, and the concentrations of the other four elements were changed in equal proportion to normalise the total concentration. The effect of temperature on the mechanical properties of NS HEA was also studied, and the results were shown in Figure 3. The load-displacement curves at various temperatures were shown in Figure 3(a). In order to smooth the fluctuations in Figure 3(a) plotted using instantaneous values of F_z, a regression analysis using Locally Weighted Scatterplot Smoothing (LOWESS) is performed. The smoothed load-displacement curves were shown in Figure S8. With the increase of the indentation temperature, the stiffness of uniform HEA decreased. Besides, for the same load, the indentation depth increases with the increasing temperature. It also could be found that at a higher temperature, the curve showed more violent fluctuations, which was caused by the vibration of atoms and fading of the bonding strength between atoms. This phenomenon was also found in the experiments [13,40]. The nanoindentation load-displacement curves of HEAs with different Cu concentrations were shown in Figure 3(b). With the increase of the Cu concentration, the repulsive force that the indenter subjects to decreased, revealing the softening in HEA because of the low Young's modulus of Cu. It means that, if the Cu segregated to the grain boundary or the Cu-rich phase precipitated from HEA, the stiffness of the Cu-poor phase would be increased, but the Cu-rich phase and the newly formed interfaces between the different phases would decrease the stiffness of HEA.
Load vs. indentation displacement curves of the HEA during nanoindentation at various temperatures (a) and that of HEAs with different Cu contents at 300 K (b).
The evolution of shear strain
The shear strain distributions of HEAs underneath the indenter at full indentation depths were shown in Figure 4(a,c,e), while the shear strain distributions on the surfaces of HEAs were shown in Figure 4(b,d,f). All atoms were coloured according to the value of local atomic shear strain, where the blue atoms mean the lowest shear strain, and the red atoms represent the highest shear strain. The shear strain distributions of HEAs at different indentation depths were shown in Figures S5–S7. The distributions both underneath the indenter and on the surface show the shear strain anisotropy of all these three kinds of HEAs. It also can be found that the shear strain zone nucleated from the contact region between the indenter and HEA workpiece, and grew up towards the inner of the workpiece along the direction of the indentation and the directions which were about 45 degrees to the indentation force. The extending directions of the shear strain zone were inconsistent with the distributions of stacking faults discussed above. For the uniform HEA, the shear strain regions could extend further without any barrier, while the shear strain regions in the HEAs with Cu precipitation were blocked by the interfaces, both coherent and incoherent. At the coherent interface, almost no atomic shear strain was found, which could be explained by the formation of Lomer-Cottrell locks and Hirth locks. Strain concentration at the incoherent interface shown in Figure 4(e) was mainly caused by the lattice distortion induced by the server lattice mismatch and the formation of perfect dislocations (Figure S4(d)). Most partial dislocations react on the interface to form perfect dislocations and no such dislocations or shear strain region can migrate across the incoherent grain boundary. The migration and reaction of these Shockley partial dislocations can explain the lowest working strengthening rate shown by the HEA with incoherent Cu precipitation.
The shear strain distributions underneath the indenter at full indentation depths in HEAs of (a) no Cu segregation, (b) coherent interface Cu precipitation, and (d) incoherent interface Cu precipitation. The shear strain distributions on the surface of different workpieces were shown in (b), (d), and (f), respectively.
Conclusions
The mechanical properties of FeCoNiCrCu HEAs were studied via MD nanoindentation simulations. The effects of the Cu segregation and precipitation with both coherent and incoherent interfaces on the indentation behaviours were evaluated in terms of force-displacement relationships, dislocation propagations, and shear strain distributions. The effects of temperature and concentration of Cu on the mechanical properties of HEA were also discussed. The following conclusions can be drawn:
According to the results of Hertzian fitting, Young's modulus of HEAs without segregation, with coherent interface segregation, and with incoherent interface were 68.45, 77.04, and 79.95 GPa, respectively. The results of MD simulations are inconsistent with those obtained from in-situ mechanical experiments for the HEA. Structures of Lomer–Cottrell locks, and Hirth locks, which lead to the high deformation resistance are formed by the propagation and reaction of Shockley partial dislocations in the NS HEA. The dislocations can migrate further into the workpiece in NS HEA because of the absence of obstacles such as an interface. Interface configurations are important to the mechanical properties of HEAs. A coherent interface in HEA can block the propagation of dislocations and leads to the serious entangle of dislocations, which caused a higher work strengthening rate. While the incoherent interface in HEA can form a transit region, in which the lattice distortion was very severe. The disordered atomic structure of the interface is favourable for the migration of partial dislocations, which leads to the lower deformation resistance of the HEA.
Footnotes
Disclosure statement
No potential conflict of interest was reported by the author(s).
Data availability
The data used to support the findings of this study are available from the corresponding author upon request.
