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Effect of Elasticity of the MoS Surface on Li Atom Bouncing and Migration: Mechanism from Ab Initio Molecular Dynamic Investigations Thi Huynh Ho, Hieu Cao Dong, Yoshiyuki Kawazoe, and Hung Minh Le J. Phys. Chem. C, Just Accepted Manuscript • DOI: 10.1021/acs.jpcc.6b09954 • Publication Date (Web): 19 Dec 2016 Downloaded from http://pubs.acs.org on December 24, 2016
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Effect of Elasticity of the MoS2 Surface on Li Atom Bouncing and Migration: Mechanism from Ab Initio Molecular Dynamic Investigations Thi H. Ho1, Hieu C. Dong1, Yoshiyuki Kawazoe2, Hung M. Le3,4,*
1
Faculty of Materials Science, University of Science, Vietnam National University, Ho Chi Minh
City, Vietnam 2
New Industry Creation Hatchery Center, Tohoku University, Sendai, 980-8579 Japan
3
Computational Chemistry Research Group, Ton Duc Thang University, Ho Chi Minh City,
Vietnam 4
Faculty of Applied Sciences, Ton Duc Thang University, Ho Chi Minh City, Vietnam
ABSTRACT: Born-Oppenheimer molecular dynamics has been carried out to investigate the evolution of Li-atom trapping on the MoS2 surface. A single Li atom is fired with initial kinetic energy level (0.2 eV or 2.0 eV) and various targeting factor x, which determines the collision angle. After getting trapped, Li is observed to bounce elastically and glide on the MoS2 surface thanks to the "breathing" vibration of MoS2. Both firing energy and targeting factor x are shown to have a significant effect on the trapping and gliding processes. It is found that higher value of targeting factor x (≥0.6) and initial firing energy (2.0 eV) would enhance Li migration on the MoS2 surface. Also, analysis from electronic structure calculations of six representative Li-MoS2
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interacting configurations suggests that there is ionic interaction and partial charge transfer between the absorbed Li atom and MoS2 monolayer during the bouncing and migration process. The HSE calculations for those structures unveils the metallization of MoS2 due to Li attachment.
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I. INTRODUCTION Over past few decades, transition metal sulfides have become an attractive material due to its considerable properties such as magnetism, superconductivity, fluorescence, and electrical properties.1-4 Among these compound, molybdenum disulfide (MoS2) has been also studied extensively for applications such as electrochemical energy storage and conversion material,5,6 catalyst,7-9 and solid lubricant.10,11 Recently, the demand for effective cathode materials of lithium-ion rechargeable batteries leads a great research interest concerning MoS2-Li interactions. Like graphite, MoS2 has a hexagonal unit-cell structure and MoS2 nanoparticles can be classified as an inorganic nanocarbon analogue of structures like plate-like graphene,12 onionlike fullerenes,13 pipe-like nanotubes,14 which exhibits unique properties. In MoS2, the atoms are covalently bonded to form a sandwich structure with two-dimensional S-Mo-S trilayers stacked together through weak Van der Waals interactions.15 With high theoretical specific capacity and good raw material abundance,16 MoS2 has been considered a suitable material for developing effective electrodes. The weak interlayer interaction allows guest atoms and molecules to intercalate reversibly and diffuse through the weakly-bonding stacked layers.17,18 As a result, the intercalation process leads to two main effects: expansion of interlayer spacing and charge transfer from the guest to the MoS2 host.19 Because of such effects, MoS2 has been nominated as a reasonable choice for electrode materials. Li et al.20 investigated the adsorption and diffusion of lithium atom on the MoS2, and the results showed that the Li mobility could be significantly facilitated in MoS2 nanosheets because Li binding energy decreases. Rastogi et al.21 demonstrated that Li was one of the most effective adatoms to enhance the n-type mobile carrier density in MoS2 for battery applications. In a previous study, structural transition between the thermodynamically unstable T
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phase and the H phase was investigated with the involvement of adsorbing Li atoms. Such a transition was shown to have a barrier, which might be reduced by increasing the concentration of Li atoms.22 By employing a first-principles calculations, Ersan et al.23 demonstrated a diffusion of Li on the MoS2(1-x)Se2x, and suggested that the adsorption of Li atoms might metallize the dichalcogenide layer. Concerning the tendency of Li clustering on the MoS2 surface, Putungan and co-workers showed the case of two Li atoms sitting close to each other was energetically unfavorable because Li dimer would dissociate quickly and re-locate on nearest Mo top-sites.24 In such a study, the overall migration barrier for Li clustering was estimated as ~0.5 eV. Although there have been several theoretical studies concerning the interaction between Li atom and single-layer MoS2 based on density functional theory, it is necessary to find out more about the interacting mechanism during a dynamic process. Considering the fact that it still has limited data on molecular dynamics (MD) mechanism, we believe it is worthy to conduct a fundamental MD investigation to examine the behavior of Li atom on the MoS2 surface. In this study, we employ direct ab initio molecular dynamic (MD) simulation of lithium atom collision with MoS2 at two different levels of Li-firing kinetic energy, i.e. 0.2 eV and 2 eV, while the MoS2 is set to thermally vibrate at room temperature (300 K). During the process, we investigate the role of elasticity of MoS2 in trapping Li atom, and find out how a Li atom interacts and diffuses on the MoS2 surface. Subsequently, we choose several representative configurations to execute highly qualitative self-consistent calculations for studying the resultant modification on electronic structure properties. We believe our theoretical study provides more physical insights and disambiguates the attaching process of Li atoms onto the MoS2 surface.
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II. METHODOLOGY In this study, our main objective is to investigate the progress of Li-atom trapping by the MoS2 surface when a single Li atom is allowed to move toward and collide with the semiconducting layer. This objective can be attained by adopting a MD approach. In our procedure, there are three primary steps: i. Setting up a randomized configuration of the pure MoS2 surface (without Li) thermally vibrating at 300 K. ii. Executing ab initio MD for the Li-MoS2 system. iii. Selecting several interesting configurations from the trajectories to perform highly qualitative self-consistent calculations and study the electronic properties. In the following sub-sections, we will describe in details how we set up a trajectory sample and what information should be extracted from the trajectory.
1. Setting up a randomized MoS2 configuration at 300 K In the initial stage, an MoS2 monolayer consisting of 27 atoms (9 Mo and 18 S atoms) in a (3×3) supercell is allowed to conduct thermal vibration at room temperature for a period of 500 Rydberg time units (Rtu), and a fixed step size of 0.5 Rtu is chosen for integrations. In real time, such a period equals 24.19 fs. For a (3×3) MoS2 supercell, the a lattice parameter for the twodimensional system is chosen as 9.59 Å, while 15 Å is assumed to be the length of the c lattice vector to guarantee the vacuum assumption for the Li atom in the system. For simplicity of this case study, during the later MD investigation process, we make an assumption that the defined lattice parameters remain constant during the entire dynamic process of atoms.
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The Car-Parrinello MD25 (CPMD) technique implemented in the Quantum Espresso package26 is employed in this early stage. The cut-off energy is chosen as 35 Rydberg and the Martin-Troullier norm-conserving pseudo-potentials27 are employed for the involving atoms (Mo, S, and Li). The MoS2 system is made experimentally realistic when the Mo and S atoms are allowed to fluctuate at 300 K. After the CPMD process, the geometry and velocity configurations are stored in the database for later use. A geometry configuration with well-randomized velocities is generated by simply choosing a configuration from this CPMD database.
2. Executing direct DFT molecular dynamics After constructing the data for thermally equilibrated configurations, we insert the Li atom into the system. With the chosen size of unit cell, the distance between two adjacent Li atoms is 9.59 Å, which guarantees negligible interaction between Li atoms in the periodic system. As a benchmark calculation, we perform a MD simulation with variable unit cell, in which the Li atom is migrating from one S-Mo-S potential trap to another, and learn that the unit cell parameter responses insignificantly during the Li migration process. Therefore, all investigated cases herein are conducted with a fixed unit cell. The Li atom is set the move toward MoS2 with two different levels of initial kinetic energy: 0.2 eV and 2 eV. Such energy levels are considered “low” because they will not cause a severe deformation to the MoS2 surface. The higher energy level, 2 eV, might be considered as a hard collision (bombardment) onto the surface. The Li atom is located 6 Å aside from the MoS2 surface, and its projection lies on top of a Mo atom. We hereby consider 21 collision cases at each kinetic energy level. In each case, the angle of striking velocity is varied as described below.
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In the first case, the Li atom is set to strike perpendicularly to the MoS2 surface, and aim to an Mo atom (referred as D case). From cases 2 to 11, Li is set to strike 10 different spots of destination on a projected Mo-S linkage (denoted as spot C in Figure 1). Let us denote R as the projected distance of an equilibrium Mo-S bond. A spot of destination is located at the point x2R (Å) from the Mo atom as described in Figure 1, where x = 0.1, 0.2, …, 1.0. For convenience, we refer these cases as the C1, C2, ..., C10 cases. From cases 12 to 21, Li is set to strike 10 different spots of destination resided on the bisecting vector of two Mo-S bonds (denoted as spot B in Figure 1). Again, those B spots of destination are appointed similarly to the previous cases with the x2R factor. For convenience, we refer these as the B1, B2, ..., B10 cases. In the trajectory integration process, we employ the velocity-Verlet method28 with a standard step size of 0.484 fs. The atomic forces of Mo, S, and Li atoms are extracted directly from first-principles self-consistent calculations executed by the Vienna Ab Initio Simulation package.29-32 The well-established Perdew-Burke-Ernzerhof exchange-correlation functional33-35 is employed, while the kinetic-energy cut-off is chosen as 400 eV, which is a standard cut-off level and suitable for the cost of long-time Born-Oppenheimer MD simulations. The projectoraugmented wave method36,37 is employed to construct the electronic wave-functions for the participant atoms, which describes the valence shells of 5s, 4d for Mo, 3s, 3p for O, and 2s, 2p for Li. To save computational expense for the Born-Oppenheimer MD simulations, we only perform Γ-point calculations at each integration step. A MD trajectory is terminated after 1,000 integration steps (10,000 Rtu). It should be noted that in the first step, we utilize the input structure produced by PBE calculations within the well-established Quantum Espresso package, which in principle should be produce analogous structural ground state with respect to the PBE calculations with VASP in the second step.
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3. Performing self-consistent calculations for the chosen Li-MoS2 complexes After finishing the MD process, we pay attention to several interacting configurations at the stage of Li movement toward the MoS2 surface, when there are interactions that may cause modifications to the band structure of MoS2. Therefore, qualitative spin-polarized self-consistent calculations with a k-point mesh of (12×12×1) are executed for the chosen structures. To explore the partial density of states (PDOS), the Gaussian smearing technique is utilized with a spreading value of 0.01 eV, and the dipole correction is activated. We perform Bader charger analysis38 to examine the amount of charge transfer between Li and MoS2. Moreover, the hybrid HSE calculations39 are also employed to investigate the electronic structures of the chosen configurations. The cut-off energy level is chosen as 400 eV, while the k-point mesh of (3×3×1) is chosen for the HSE calculations.
III. RESULTS AND DISCUSSION 1. The collision of Li with MoS2 at the firing kinetic energy of 0.2 eV Initially, the initial kinetic energy of 0.2 eV is chosen because we would like to examine the slow absorption and diffusion processes. In a previous study, Ersan et al.23 suggested that a single Li atom could find good settlement on the pure MoS2 surface with an adsorption energy of 1.92 eV as derived from first-principles calculations. Figure 2 and Figure 3 shows the evolution of total kinetic energy terms of the MoS2 single-layer and Li during the BOMD processes for 21 investigated cases at 0.2 eV. We observe that the MoS2 monolayer vibrates periodically at the average initialized temperature of 300 K, in which the S atoms tend to move up and down. This seems more or less like a "breathing" behavior, and the vibrational period of MoS2 almost remains constant. In the cases presented in this section, before Li collides
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with MoS2, the average periodic time for the thermal vibration is approximately 444.61 Rtu (21.51 fs) at 300 K. However, even after Li successfully establishes bonding with MoS2, the vibrational period of the layer does not seem to be affected significantly. In our MD process, MoS2 vibrates around its equilibrium position for about 2,200 Rtu (106.43 fs) while Li moves closer to MoS2. According to our kinetic energy examination (see Figure 2), at the average distance of 4.78 Å from the surface, Li seems to start getting attracted by the layer as the kinetic energy of Li increases dramatically. The attracting effect becomes gradually intensive, and reaches the maximum level of attraction at the distance of 1.78 Å, where we conceive the largest momentum of Li moving toward MoS2. In more details, the kinetic energy magnitude of Li increases dramatically from 0.2 eV at the beginning to over 5 eV thanks to the assistance of MoS2 breathing and strong attractions of MoS2 upon Li. After that, the repulsive force begins to occur rapidly during the collision. It is true that Li absorbs kinetic energy from MoS2 and there are effects of strong attractive and repulsive interactions. MoS2 seems to vibrate stronger as proved by a significant increase of kinetic energy (more than 3.94 eV) at 4,200 Rtu (203.19 fs). This is due to the establishment of a stable bonding configuration between MoS2 and Li. During the collision process, we also observe that Li can rebound several times. However, the Li atom is quickly pulled back and joins the vibration with MoS2. It should be noted that the bouncing behavior does not provide enough momentum for Li to escape from the great attraction from the layer. There are two circumstances that can occur then: i. Li is trapped around the triangular region formulated by three S ions, or ii. Li glides from a trap created by three nearest neighbor S atoms to the most nearby triangular trap. We refer this behavior to as “migration”.
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In the D case (where Li is set to move toward to center of the triangular trap as described in Figure 1), the C1-C5 cases (in which Li moves toward one Mo-S bond), and the B1B6, B8 and B10 cases (where the collision is projected to the bisector of two Mo-S bonds), we observe that Li is trapped in the triangular valley constituted by three S atoms. Indeed, the Li atom fluctuates continuously, but it cannot find a way to get out of the valley during the whole investigating period with a maximum examination time of 10,000 Rtu (483.78 fs). Figure 4 demonstrates this trapping process in the C1 case, in which we show snapshots, x-, y-, and zdirectional kinetic energies, distances of Li to S atoms on the top layer as well as the approximated distance of Li to the surface. In the snapshots, Li is attracted strongly and establishes interactions with three S atoms as it moves closer to MoS2. After that, Li rebounds up-and-down for several times because of its large kinetic energy absorbed from the MoS2 layer movement. The rebound of Li decreases gradually until almost kinetic energy is transferred to MoS2. At 6,590 Rtu (318.81 fs), the y-directional kinetic energy increases as shown in Figure 4 (a). The distance of Li-S(1) decreases significantly, which is an evidence that Li is now pulled dominantly by S(1) and moves off-center. At the same time, Li seems to run out of kinetic energy and collides obliquely with respect to the S-S-S center. However, there are still attractive interactions from S(2) and S(5) toward Li as well as the elastic collision with S(1), Li can be attracted back, trapped, and circulate around triangular position for at least another bouncing period. In the remaining cases, the sliding translation is observed after the elastic collisions. There are two mechanisms that can lead to this behavior. First, Li strongly collides with one of three S atoms and rebounds elastically to jump out of the trap as observed in the C6-C10 cases. In the second mechanism, Li elastically collides at a bisectional point of two Mo-S vectors, then
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bounces back to the third S atom in the trap, and finally leaps to another trap, as can be observed in the B7 and B9 cases. To some extent, this process is similar to the first mechanism. Li moves toward the MoS2 layer with larger deflective targeting factor, then collides with S atoms for several times. Li can bounce around three S atoms and finally jump to another S-S-S trap due to high kinetic energy. Figure 5 presents snapshots, x-, y-, and z-directional kinetic energy, distances of Li to S atoms on the top layer and distance of Li to surface for the trapping process in the B7 case. In this case, Li collides elastically at the bisecting position between S(1) and S(5) at the beginning of the trapping process. Therefore, the collision direction is changed, which makes the sliding migration occur easier. In Figure 5 (a), the x-directional kinetic energy line goes up almost after the Li collision. Also, there is evidence of deflective collisions of Li with the S atoms. At 6,880 Rtu (332.84 fs), the gliding process occurs when Li begins to move from the S(1)-S(2)-S(5) trap to the S(1)-S(4)-S(5) trap because the Li-S(2) and Li-S(5) distances are shorter than the Li-S(4) distance (illustrated in Figure 5 (b) when we see that the Li-S(4) goes down while the other two lines go up). In this section, we observe that the effects depend much on the targeting factor x. After investigating 21 cases at the kinetic energy level of 0.2 eV, we observe the migration of Li occurs easier if factor x is greater than or equal to 0.6 (i.e. the shooting angle is over 6.3o). In Figure 2, the total kinetic energy of Li for 11 investigated cases changes gradually when x increases. This leads to the conclusion that there is a deep valley of potential well, which tends to pull Li down and establish a stable Li-MoS2 complex. This was also revealed by two previous theoretical studies. Before Li collides MoS2, the kinetic terms seem to be similar, but the movement of Li decreases faster with x ≥ 0.6, which proves that Li possesses more bouncing collisions. For convenience, we summarize the elapsed time before the first Li collision, number
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of rebounds and elapsed time before Li gliding with respect to each shooting angle for seven gliding cases (C6-C10, B7 and B9) at 0.2 eV in Table 1. In the C cases, the gliding process occurs more easily with probability of 50% (5/10 cases), while there are just 2/10 gliding cases in the bisecting collision cases (B cases). For the B cases, this happens due to the fact that the kinetic energy of Li can decrease significantly after two collisions at the bisecting position and at the opposite S atom. In the C6-C7 cases as well as B7 case, the gliding process of Li happens after bouncing three times on the surface, while C8, C9, C10 and B9 cases, the gliding process occurs rigorously after only one bouncing period. This shows a tendency that the number of rebounds is lessened when we increase the shooting angles. Li can elastically collide and jump out of the potential trap directly at high values of the targeting factor x. If the targeting factor is low, Li can only escape after several interaction collisions with the three surrounding S atoms. With the above results, we conclude that the glide of Li would occur easier when increasing the targeting factor. Interestingly, we observe that the kinetic energy of Li is low (0.13-0.26 eV) in two gliding moments in the B8 and C9 cases. In those trajectories, migration happens when Li jumps relatively far from the MoS2 surface. In such circumstances, the potential trap will pull Li back to the surface while gliding transition occurs almost at the same time. In the other gliding cases where migration occurs with short Li-MoS2 distances, we observe that the required kinetic energy of Li is very diverse in a wide range (1.3-4.2 eV).
2. The collision of Li with MoS2 at the firing kinetic energy of 2.0 eV Previously, at the kinetic energy of 0.2 eV, we observe that there are two behaviors occurring when Li move to the MoS2 surface: trapping and gliding (migrating). However, with this level of kinetic energy, trapping is still dominant, and gliding is somewhat difficult to occur
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(only 33% of chance in the investigated cases). We now re-investigate those 21 cases with the initial Li kinetic energy of 2 eV. Considering the same configuration condition applied for 21 new cases in the MD investigation, we will focus on clarifying how the effect of targeting factor x enhances Li diffusing ability on the surface at the higher kinetic energy. After finishing the MD investigations for 10,000 Rtu (483.78 fs), we observe that Li diffusion occurs in most of the cases (18/21 cases, except C5, B5 and B7). Recall that there are just 7 gliding cases with the firing energy of 0.2 eV. In the three cases with no Li diffusion (C5, B5 and B7 cases), Li is observed to be trapped in the potential well and does not have sufficient time to escape the trap at the end of our MD investigation operation (10,000 Rtu). However, Li still fluctuates strongly on the surface, and we believe that if we extend the MD trajectory time, diffusions probably occurs in those three cases. For the cases where Li diffusions clearly occur, the mechanism for Li gliding on the MoS2 surface is fairly similar to the cases at 0.2 eV: i. Li first approaches a triangular hole, rebounds for several times and finally glides to the most neighboring hole after the alternating collisions with three S atoms. ii. Li collides strongly with one S atom on the surface and leap to another trap very rapidly. This happens when the firing angle is large (high value of x). At the higher firing energy level (considered as hard collision), Li rebounds for less periods than the cases at 0.2 eV as listed in the Table 1 and Table 2. This demonstrates that the trapping potential well on MoS2 surface has high elastic behavior. Such a potential well keeps Li bouncing many times due to the resilience of three symmetric S atoms. The S atoms can elevate and take down Li measuredly until Li loses most of its kinetic energy. Still, it is hard for the
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bouncing process to retain for a long time, and migration finally occurs. Overall, the gliding process of Li can take place much easier than the cases at 0.2 eV. Besides, we also observe the intensive impact of targeting factor. When x is greater than or equal to 0.6, the number of rebounds reduces from 5 times to only once and the gliding process of Li changes from indirect to the direct way. At low targeting factor (0 ≤ x < 0.6), Li only escapes the trap after rebounding and then colliding elastically with three nearest neighbor S atoms. During this bouncing process, the kinetic energy of Li is much lower than the kinetic energy at the colliding moment. The gliding process occurs indirectly depending upon the appropriate collisions with S atoms. Contradictorily, for cases with high targeting factor (x ≥ 0.6), Li collides directly at one of three S atoms or bisecting site, and then jump out of the trap with the aide of high kinetic energy. Moreover, as showed in the Figure 6 and Figure 7, the kinetic energies in the D, C1-C4 and B1B4 cases retain almost similar until 6,200 Rtu (299.94 fs). Li can still rebound for several times before Li glides away. For the C6-C10, B5, B6 and B8-B10 cases, the kinetic energies change at the early stage, which shows the gliding process can occur after the first collision with MoS2. Comparing cases at two kinetic energy levels of 0.2 eV and 2 eV, we still see there is a threshold of the strong attracting forces when Li moves closer to MoS2. Li seems to be pulled at the distance of 4.70 Å and the kinetic energy of Li reaches the maximum value of about 6.5 eV at the Li-S layer distance of 1.65 Å. After that, the repulsive forces increase dramatically while Li continues to approach closer to collide with the surface. We also observe that the gliding movement of Li for most cases tends to follow the following path: at the beginning, Li jumps out of the traps constituted by three S atoms above the Mo atom, then it moves to the hollow site of MoS2 and finally turns to another trapping site. Actually, there are several theoretical studies concerning the diffusion path of Li adsorbed on the MoS2 surface. The diffusion process occurs
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due to the migrating of Li from a trapping site to another site by passing through a hollow site. Xu et al.41 reported that the T site of MoS2 is more energetically stable to bind with Li than the H site (those adsorption sites are defined in Figure 1). Therefore, Li can be trapped easier in the T site for a long time than in the H site before jumping out of the trap. According to our observation from MD trajectories, Li moves to the H site and quickly glides to the T trap by following the zigzag-like path. Overall, our MD evidence establishes a good agreement with this study. In addition to clarifying the impact of firing energy and targeting factor x, we carefully examine the kinetic energy of Li as well as the elapsed time at the gliding moment, when Li escapes one trap for another, for all gliding cases as shown in Figure 8. With 2.0 eV kinetic energy, the gliding process occurs more frequently than the cases of 0.2 eV. Besides, in the cases with lower targeting factors x (< 0.6), gliding seems to occur after about 320 fs for both firing kinetic energy levels. During the short period before gliding, the kinetic energy of Li is low due to the "indirect" gliding of Li, i.e. Li only moves to another potential trap after bouncing and colliding elastically with the nearby S atoms for several times. When the targeting factor x increases, the number of rebounds seems to decrease and Li is able to migrate faster with elapsed time varying from 170 fs to 50 fs, which is much shorter than the above 320 fs. Especially, the gliding process can also occur directly after Li collides with the MoS2 surface and bounces for only one time. We also observe that the elapsed time before gliding is less than 100 fs (see Figure 8). In such circumstances, the kinetic energy of Li is high (3-4.5 eV) because of energy adsorption from the vibrational movement of MoS2. With the two last cases of B9 and B10, we observe that the gliding process can even occur before Li collides with MoS2 as Li seems to be more attracted to the bisecting position. Therefore, in the association of high targeting factor and
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high initial kinetic energy, it is easier for Li to deflect and the gliding process can take place more spontaneously. Overall, we can conclude at this point that the gliding behavior relies heavily on the firing energy, beside the effect of targeting factor x.
3. Electronic properties for representative Li-MoS2 interacting configurations In this section, qualitative self-consistent calculations are executed for six configurations to examine the electronic structure when Li moves and collides with MoS2. The configurations that we choose for the investigation include: (a) a starting configuration at the beginning of MD simulation, (b) the configuration at the moment Li starts to get attracted by MoS2 (kinetic energy of Li starts to increase) (c) the configuration with highest kinetic energy (repulsion begins to occur), and (d), (e), (f) three collision configurations in the D, C8, and B8 cases with the initial firing energy of 2.0 eV. The density of states (DOS) of these configurations is shown in the Figure 9. At the beginning, there is an evidence of a weak Li-MoS2 interaction due to the insignificant hybridization of Li and MoS2 orbitals near the Fermi level (Figure 9 (a)). At the approximate distance of 4.70 Å from the surface, Li seem to be pulled by MoS2 and the Li-2s state becomes delocalized and a hybridized eigenstate shows up quite below the Fermi level as showed in Figure 9(b), and indicates partial charge is transferred to the MoS2. Looking at the DOS of pure MoS2 form given by HSE calculations (Figure 10), we observe that the conduction band maximum remains almost unaltered with respect to the Fermi level even when Li is introduced into the system. For the cases where Li is approaching closely to the surface, there is a significant change in the valence band as seen in Figure 9(c)-(f). In terms of Bader charge, we also notice a significant increase of charge of Li from +0.37 to +0.86 as listed in Table 3. Then, Li is pulled stronger and stronger by the surface; as a result, the kinetic energy of
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Li begins to increase and finally reaches its maximum. At the highest kinetic energy, the projected DOS shows Li-2s overlapping with the orbitals of MoS2, which features for the ionic hybridization interactions. Meanwhile, the Bader charge now increases to +0.86 and seems to get quite larger than the values at the collision moment. In the three later cases, the DOS distributions of MoS2 also occupy energy states below the Fermi level. In these situations, Li approaches very closely to the surface S atoms, and it can get a small amount of electronic charge back, thereby becomes quite less positive (see Table 3). The positive charge of Li is lowest for the D case (+0.77), while the C8 case gives the highest positive charge (+0.84). The results of spin-polarized PBE calculations show that all investigated systems do not exhibit magnetic moments. However, when we perform the HSE calculations for those configurations, magnetism is found. The starting configuration (a) has a magnetic moment of 0.29 µB, which mainly arises from the 2s orbital of Li (35%) and 4d orbitals of Mo (56%), and the electronic contribution from Li seems not to affect the overall band gap of MoS2. When Li begins to get attracted (configuration (b)), the spin polarization term is stronger (0.58 µB) with the major contribution from the 4d orbitals of Mo (>80%). In this configuration, an in-gap state occurs at the Fermi level, which is not observed by the PBE calculations. In configuration (c), Li approaches very close to the MoS2 layer, and a magnetic moment of 0.87 µB is found (90% contributed by 4d orbitals of Mo), and the in-gap state is now very clear due to the strong interaction between Li and MoS2. In last three cases of configurations (d), (e), and (f), the magnetic moments are reported as 0.54 µB, 0.88 µB, and 0.56 µB, respectively. In configuration (e), we obtain the highest magnetic moment as Li is set to strike at an S atom. Also, the in-gap states show up very clearly in configurations (d) and (e), which reveals metallicity of the structure. This observation is in good agreement with the metallization of MoS2 discussed by
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Ersan et al.23 In terms of Bader charge, the average charge for each atom type obtained HSE calculations is in good agreement with the Bader charge derived from PBE calculations (see Table 3). For comparison of charge analysis, we also conduct PBE calculations for the hydrogenbound isolated Li-MoS2 systems, which resemble the above structures, using the Gaussian 09 package42 with the 6-31G basis set43 for H, Li, S atoms and the LanL2DZ basis set44 for Mo. Only the H atoms are optimized, while we keep the other atoms frozen to resemble the above structure of interest obtained from MD simulations. In general, the charge of Li given by Mulliken analysis is higher than the Bader charge as shown in Table 3. We find a good agreement between Bader charge and Mulliken charge in predicting the trend of charge with respect to different Li-MoS2 interacting configuration. When Li is still far away from the MoS2 surface (configurations (a) and (b)), the charge of Li is relatively low (0.97-0.99 proton charge). As it approaches MoS2, Li tends to give more electrons and becomes more positive (1.04-1.15 proton charge). However, in configuration (d) where Li approaches closely to the Mo atom (and far away from the surrounding S atoms), the Mulliken charge of Li is almost neural. The Mulliken charge in this case is contradicting to that observed in Bader charge analysis.
IV. SUMMARY In this study, we perform Born-Oppenheimer MD to investigate the evolution of Li-atom trapping on the MoS2 surface. The single Li atom is allowed to move toward and collide with MoS2 with variable targeting factors x and two firing kinetic energy levels of 0.2 and 2.0 eV. Interestingly, as we investigate the trapping mechanism during the MD processes, we also observe a gliding (migration) behavior of the Li atom on the MoS2 surface. Such an interesting
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feature is delivered due to the elastic "breathing" vibration of the semiconducting monolayer. The removal of S atom from the surface is not observed in our study. The trapping and gliding behaviors are observed to rely heavily on the firing energy and targeting factor x. Higher value of targeting factor x (≥0.6) as well as initial firing energy (2.0 eV) would enhance the gliding probability; per contra, Li can be trapped in the potential hole created by three nearest S atoms for a longer period before Li can finally escape to another. More specifically, with an initial kinetic energy of 2.0 eV, Li is more probable to translate from one triangular trap to another in 18/21 cases (85.7%), while there are just 7 gliding cases in the 0.2 eV case (33.3%). Besides, we observe a kinetic energy threshold for the Li movement when Li moves closer to MoS2 at both investigated levels of firing energy (0.2 eV and 2 eV). Even though the introduced firing energy does play a decisive role in Li gliding, it seems that such initial energy is significantly lower than the kinetic energy at the later stage as Li absorbs heat from MoS2. It should be noted that in all investigated cases herein, we do not observe a bounceoff behavior of Li from the surface. In the last section, the electronic structure examination for six representative configurations is performed by PBE and HSE calculations. The PDOS and Bader charge are analyzed to examine the interactions and electron transfer between Li and MoS2, which can be employed to clarify the change of electronic behaviors of the Li-MoS2 system. The electronic result reveals that Li is mostly attracted when it comes closer to the MoS2 surface due to ionic interactions. At the same time, Li transfers most of its electronic charge to MoS2 and Li consequently becomes cationic. The DOS evidence given by HSE calculations show that when Li approaches closer to the MoS2 surface, there exist in-gap states. Such eigenstates indicate the metallization of the layer, which is in good agreement with a previous study.15 Overall, our MD
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trajectories offer two basic mechanisms for trapping and gliding when firing a single Li atom onto the single-layer MoS2 surface. We believe that further computational studies are necessary to supplement how firing multiple Li atoms at the same time (atomic beam) would affect ion trapping and migration.
SUPPORTING INFORMATION The trajectory configuration data for all collision cases are provided in the associated supplementary material. Those files are in the Xcrysden structural format and compressed as axsf.zip. A trajectory video file is made for illustration of the Li migration. This material is available free of charge via the Internet at http://pubs.acs.org.
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AUTHOR INFORMATION Corresponding Author *E-mail:
[email protected] Notes The authors declare no competing financial interest.
ACKNOWLEDGMENT The authors thank high-performance computing assistance from the Institute for Materials Research, Tohoku University during the course of this research. This work is funded by the National Foundation for Science and Technology Developments (NAFOSTED) under grant 103.01-2016.53.
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(5) Chen, J.; Kuriyama, N.; Yuan, H.; Takeshita, H. T.; Sakai, T., Electrochemical Hydrogen Storage in MoS2 Nanotubes. J. Am. Chem. Soc. 2001, 123, 11813-11814. (6) Zhu, C.; Mu, X.; Van Aken, P. A.; Yu, Y.; Maier, J., Single‐Layered Ultrasmall Nanoplates of MoS2 Embedded in Carbon Nanofibers with Excellent Electrochemical Performance for Lithium and Sodium Storage. Angew. Chem. Int. Ed. 2014, 53, 2152-2156. (7) Andersen, A.; Kathmann, S. M.; Lilga, M. A.; Albrecht, K. O.; Hallen, R. T.; Mei, D., Adsorption of Potassium on MoS2 (100) Surface: A First-Principles Investigation. J. Phys. Chem. C 2011, 115, 9025-9040. (8) Sun, M.; Adjaye, J.; Nelson, A. E., Theoretical Investigations of the Structures and Properties of Molybdenum-Based Sulfide Catalysts. Appl. Catal. A 2004, 263, 131-143. (9) Topsøe, H.; Clausen, B. S.; Massoth, F. E., Hydrotreating Catalysis. In Catalysis, Springer: Heidelberg, 1996; pp 1-269. (10) Chhowalla, M.; Amaratunga, G. A., Thin Films of Fullerene-Like MoS2 Nanoparticles with Ultra-Low Friction and Wear. Nature 2000, 407, 164-167. (11) Tenne, R.; Redlich, M., Recent Progress in the Research of Inorganic Fullerene-Like Nanoparticles and Inorganic Nanotubes. Chem. Soc. Rev. 2010, 39, 1423-1434. (12) Ataca, C.; Topsakal, M.; Akturk, E.; Ciraci, S., A Comparative Study of Lattice Dynamics of Three-and Two-Dimensional MoS2. J. Phys. Chem. C 2011, 115, 16354-16361. (13) Tenne, R., Advances in the Synthesis of Inorganic Nanotubes and Fullerene‐Like Nanoparticles. Angew. Chem. Int. Ed. 2003, 42, 5124-5132.
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(14) Remskar, M.; Mrzel, A.; Skraba, Z.; Jesih, A.; Ceh, M.; Demšar, J.; Stadelmann, P.; Lévy, F.; Mihailovic, D., Self-assembly of Subnanometer-Diameter Single-wall MoS2 Nanotubes. Science 2001, 292, 479-481. (15) Benavente, E.; Santa Ana, M.; Mendizábal, F.; González, G., Intercalation Chemistry of Molybdenum Disulfide. Coord. Chem. Rev. 2002, 224, 87-109. (16) Peng, B.; Chen, J., Functional Materials with High-Efficiency Energy Storage and Conversion for Batteries and Fuel Cells. Coord. Chem. Rev. 2009, 253, 2805-2813. (17) Remškar, M.; Škraba, Z.; Stadelmann, P.; Levy, F., Structural Stabilization of New Compounds: MoS2 and WS2 Micro‐and Nanotubes Alloyed with Gold and Silver. Adv. Mater. 2000, 12, 814-818. (18) Remškar, M.; Mrzel, A.; Viršek, M.; Jesih, A., Inorganic Nanotubes as Nanoreactors: the First MoS2 Nanopods. Adv. Mater. 2007, 19, 4276-4278. (19) Zak, A.; Feldman, Y.; Lyakhovitskaya, V.; Leitus, G.; Popovitz-Biro, R.; Wachtel, E.; Cohen, H.; Reich, S.; Tenne, R., Alkali Metal Intercalated Fullerene-like MS2 (M= W, Mo) Nanoparticles and Their Properties. J. Am. Chem. Soc. 2002, 124, 4747-4758. (20) Li, Y.; Wu, D.; Zhou, Z.; Cabrera, C. R.; Chen, Z., Enhanced Li Adsorption and Diffusion on MoS2 Zigzag Nanoribbons by Edge Effects: a Computational Study. J. Phys. Chem. Lett. 2012, 3, 2221-2227. (21) Rastogi, P.; Kumar, S.; Bhowmick, S.; Agarwal, A.; Chauhan, Y. S., Doping Strategies for Monolayer MoS2 via Surface Adsorption: a Systematic Study. J. Phys. Chem. C 2014, 118, 30309-30314.
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(22) Nasr Esfahani, D.; Leenaerts, O.; Sahin, H.; Partoens, B.; Peeters, F., Structural Transitions in Monolayer MoS2 by Lithium Adsorption. J. Phys. Chem. C 2015, 119, 1060210609. (23) Ersan, F.; Gökoğlu, G. k.; Aktürk, E., Adsorption and Diffusion of Lithium on Monolayer Transition Metal Dichalcogenides (MoS2(1–x) Se2x) Alloys. J. Phys. Chem. C 2015, 119, 2864828653. (24) Putungan, D. B.; Lin, S.-H.; Wei, C.-M.; Kuo, J.-L., Li Adsorption, Hydrogen Storage and Dissociation Using Monolayer MoS2: an Ab Initio Random Structure Searching Approach. Phys. Chem. Chem. Phys. 2015, 17, 11367-11374. (25) Car, R.; Parrinello, M., Unified Approach for Molecular Dynamics and DensityFunctional Theory. Phys. Rev. Lett. 1985, 55, 2471-2474. (26) Paolo, G.; Stefano, B.; Nicola, B.; Matteo, C.; Roberto, C.; Carlo, C.; Davide, C.; Guido, L. C.; Matteo, C.; Ismaila, D.; Andrea Dal, C.; Stefano de, G.; Stefano, F.; Guido, F.; Ralph, G.; Uwe, G.; Christos, G.; Anton, K.; Michele, L.; Layla, M.-S.; Nicola, M.; Francesco, M.; Riccardo, M.; Stefano, P.; Alfredo, P.; Lorenzo, P.; Carlo, S.; Sandro, S.; Gabriele, S.; Ari, P. S.; Alexander, S.; Paolo, U.; Renata, M. W., QUANTUM ESPRESSO: a Modular and Open-Source Software Project for Quantum Simulations of Materials. J. Phys. Condens. Matter. 2009, 21, 395502. (27) Troullier, N.; Martins, J. L., Efficient Pseudopotentials for Plane-Wave Calculations. Phys. Rev. B 1991, 43, 1993-2006.
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(28) Verlet, L., Computer "Experiments" on Classical Fluids. I. Thermodynamical Properties of Lennard-Jones Molecules. Phys. Rev. 1967, 159, 98-103. (29) Kresse, G.; Hafner, J., Ab Initio Molecular Dynamics for Liquid Metals. Phys. Rev. B 1993, 47, 558-561. (30) Kresse, G.; Hafner, J., Ab Initio Molecular-Dynamics Simulation of the Liquid-Metal Amorphous-Semiconductor Transition in Germanium. Phys. Rev. B 1994, 49, 14251-14269. (31) Kresse, G.; Furthmüller, J., Efficiency of Ab-Initio Total Energy Calculations for Metals and Semiconductors Using a Plane-Wave Basis Set. Comput. Mater. Sci. 1996, 6, 15-50. (32) Kresse, G.; Furthmüller, J., Efficient Iterative Schemes for Ab Initio Total-Energy Calculations Using a Plane-Wave Basis Set. Phys. Rev. B 1996, 54, 11169-11186. (33) Perdew, J. P.; Burke, K.; Ernzerhof, M., Generalized Gradient Approximation Made Simple. Phys. Rev. Lett. 1996, 77, 3865-3868. (34) Perdew, J. P.; Burke, K.; Ernzerhof, M., Generalized Gradient Approximation Made Simple [Phys. Rev. Lett. 77, 3865 (1996)]. Phys. Rev. Lett. 1997, 78, 1396-1396. (35) Ernzerhof, M.; Scuseria, G. E., Assessment of the Perdew–Burke–Ernzerhof ExchangeCorrelation Functional. J. Chem. Phys. 1999, 110, 5029-5036. (36) Blöchl, P. E., Projector Augmented-Wave Method. Phys. Rev. B 1994, 50, 17953-17979. (37) Kresse, G.; Joubert, D., From Ultrasoft Pseudopotentials to the Projector AugmentedWave Method. Phys. Rev. B 1999, 59, 1758-1775.
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(38) Henkelman, G.; Arnaldsson, A.; Jónsson, H., A Fast and Robust Algorithm for Bader Decomposition of Charge Density. Comput. Mater. Sci. 2006, 36, 354-360. (39) Krukau, A. V.; Vydrov, O. A.; Izmaylov, A. F.; Scuseria, G. E., Influence of the Exchange Screening Parameter on the Performance of Screened Hybrid Functionals. J. Chem. Phys. 2006, 125, 224106. (40) Miwa, R. H.; Scopel, W. L., Lithium Incorporation at the MoS2/graphene Interface: an Ab Initio Investigation. J. Phys. Condens. Matter. 2013, 25, 445301. (41) Xu, B.; Wang, L.; Chen, H.; Zhao, J.; Liu, G.; Wu, M., Adsorption and Diffusion of Lithium on 1T-MoS 2 Monolayer. Comput. Mater. Sci. 2014, 93, 86-90. (42) Frisch, M. J.; Trucks, G. W.; Schlegel, H. B.; Scuseria, G. E.; Robb, M. A.; Cheeseman, J. R.; Scalmani, G.; Barone, V.; Mennucci, B.; Petersson, G. A.; Nakatsuji, H.; Caricato, M.; Li, X.; Hratchian, H. P.; Izmaylov, A. F.; Bloino, J.; Zheng, G.; Sonnenberg, J. L.; Hada, M.; Ehara, M.; Toyota, K.; Fukuda, R.; Hasegawa, J.; Ishida, M.; Nakajima, T.; Honda, Y.; Kitao, O.; Nakai, H.; Vreven, T.; Montgomery Jr., J. A.; Peralta, J. E.; Ogliaro, F.; Bearpark, M. J.; Heyd, J.; Brothers, E. N.; Kudin, K. N.; Staroverov, V. N.; Kobayashi, R.; Normand, J.; Raghavachari, K.; Rendell, A. P.; Burant, J. C.; Iyengar, S. S.; Tomasi, J.; Cossi, M.; Rega, N.; Millam, N. J.; Klene, M.; Knox, J. E.; Cross, J. B.; Bakken, V.; Adamo, C.; Jaramillo, J.; Gomperts, R.; Stratmann, R. E.; Yazyev, O.; Austin, A. J.; Cammi, R.; Pomelli, C.; Ochterski, J. W.; Martin, R. L.; Morokuma, K.; Zakrzewski, V. G.; Voth, G. A.; Salvador, P.; Dannenberg, J. J.; Dapprich, S.; Daniels, A. D.; Farkas, Ö.; Foresman, J. B.; Ortiz, J. V.; Cioslowski, J.; Fox, D. J. Gaussian 09, Gaussian, Inc.: Wallingford, CT, USA, 2009.
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(43) R, D.; Hehre, W.; Pople, J., Self-consistent Molecular-orbital Methods. 9. Extended Gaussian-type Basis for Molecular-orbital Studies of Organic Molecules. J. Chem. Phys. 1971, 54, 724. (44) Hay, P. J.; Wadt, W. R., Ab Initio Effective Core Potentials for Molecular Calculations. Potentials for the Transition Metal Atoms Sc to Hg. J. Chem. Phys. 1985, 82, 270-283.
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Table 1. The number of rebounds, required time for collision and gliding, and shooting angle for seven cases occurring the Li gliding. The initial kinetic energy of Li is 0.2 eV.
Case
The required time for Li to collide with MoS2 (fs)
The number of rebounds
The required time for Li gliding (fs)
Shooting angle (o)
C6
118.52
3
334.23
6.31
C7
121.45
3
321.73
8.57
C8
120.54
1
150.94
11.12
C9
123.87
1
136.90
13.99
C10
120.52
1
134.52
17.07
B7
119.01
3
333.85
8.57
B9
122.43
1
182.83
13.99
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Table 2. The number of rebounds, required time for Li to collide and glide, and shooting angle for 18 gliding cases with the initial kinetic energy of 2.0 eV
Case
The required time for Li to collide with MoS2 (fs)
The number of rebounds
The required time for Li gliding (fs)
Shooting angle (o)
D
59.98
5
343.52
0.00
C1
59.98
5
341.54
0.18
C2
59.98
5
338.21
0.70
C3
59.98
5
346.42
1.58
C4
59.98
5
356.47
2.81
C6
60.47
2
180.96
4.39
C7
61.44
1
78.99
8.56
C8
62.89
1
70.63
11.12
C9
67.25
1
71.64
13.97
C10
64.31
1
76.05
17.07
B1
59.98
5
342.06
0.18
B2
59.98
5
338.21
0.70
B3
59.98
5
333.82
1.58
B4
59.98
5
339.14
2.81
B6
60.47
3
209.06
4.39
B8
60.47
4
320.37
11.12
B9
61.44
1
55.122
13.97
B10
64.82
1
42.613
17.07
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Table 3. Calculated mean Bader charge for Mo, S and Li derived from PBE and HSE calculations, total magnetization, and Mulliken charge of Li of the six configurations of interest
Mean Bader charge
Mean Bader charge
derived from PBE
derived from HSE
Total
Mulliken
calculation
calculation
magnetization
charge of Li
(proton charge)
(proton charge)
(µB/cell)
(proton charge)
Mo
S
Li
Mo
S
Li
(a)
+1.00
-0.52 +0.37
+1.09 -0.56 +0.32
0.29
+0.99
(b)
+1.01
-0.54 +0.72
+1.09 -0.58 +0.76
0.58
+0.97
(c)
+0.99
-0.54 +0.86
+1.09 -0.59 +0.87
0.87
+1.12
(d)
+1.03
-0.56 +0.77
+1.12 -0.60 +0.78
0.54
+0.02
(e)
+1.01
-0.55 +0.84
+1.09 -0.59 +0.85
0.88
+1.15
(f)
+1.04
-0.56 +0.82
+1.13 -0.61 +0.83
0.56
+1.04
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Figure 1. Top and side views of a computational experimental setup with the description for destination spots. The green sphere represents the Li bullet.
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Figure 2. Kinetic energy terms of MoS2 (solid line) and Li (dashed line) for D case and C1-C10 cases at 0.2 eV.
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Figure 3. Kinetic energy terms of MoS2 (solid line) and Li (dashed line) for B1-B10 cases at 0.2 eV.
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Figure 4. (a) The x-, y-, and z-directional kinetic energies of Li versus the MD time, (b) The distances of Li to S atoms on the top layer and the approximated distance of Li to the surface during the MD process, (c) Several snapshots of Li on MoS2 in the C1 case at 0.2 eV.
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Figure 5. (a) The x-, y-, and z-directional kinetic energies of Li versus the MD time, (b) The distances of Li to S atoms on the top layer and the approximated distance of Li to the surface during the MD process, (c) Several snapshots of Li on MoS2 in the B7 case at 0.2 eV.
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Figure 6. The total kinetic energy of MoS2 (solid line) and Li (dashed line) for D case and C1C10 cases at 2 eV.
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Figure 7. The total kinetic energy of MoS2 (solid line) and Li (dashed line) for B1-B10 cases at 2 eV.
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Figure 8. (a) Kinetic energy of Li at the gliding moment, and (b) the elapsed time before gliding in all gliding cases at two different firing energy levels of 0.2 eV and 2 eV.
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Figure 9. PDOS of MoS2 and Li for six chosen interacting configurations given by HSE calculations.
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Figure 10. DOS of the pure MoS2 monolayer given by HSE calculations.
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