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1 kstocke1 3927 \documentclass[journal = jctcce, manuscript = article]{achemso}
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38    
39     \title{A Method for Creating Thermal and Angular Momentum Fluxes in Non-Periodic Systems}
40    
41     \author{Kelsey M. Stocker}
42     \author{J. Daniel Gezelter}
43     \email{gezelter@nd.edu}
44     \affiliation[University of Notre Dame]{251 Nieuwland Science Hall\\ Department of Chemistry and Biochemistry\\ University of Notre Dame\\ Notre Dame, Indiana 46556}
45    
46     \begin{document}
47    
48     \newcolumntype{A}{p{1.5in}}
49     \newcolumntype{B}{p{0.75in}}
50    
51     % \author{Kelsey M. Stocker and J. Daniel
52     % Gezelter\footnote{Corresponding author. \ Electronic mail:
53     % gezelter@nd.edu} \\
54     % 251 Nieuwland Science Hall, \\
55     % Department of Chemistry and Biochemistry,\\
56     % University of Notre Dame\\
57     % Notre Dame, Indiana 46556}
58    
59     \date{\today}
60    
61     \maketitle
62    
63     \begin{doublespace}
64    
65     \begin{abstract}
66    
67 kstocke1 4009 We have adapted the Velocity Shearing and Scaling Reverse Non-Equilibium Molecular Dynamics (VSS-RNEMD) method
68     for use with non-periodic system geometries. This new method is capable of creating stable temperature and
69     angular velocity gradients in heterogeneous non-periodic systems while conserving total energy and angular
70     momentum. To demonstrate the method, we have computed the thermal conductivities of a gold nanoparticle and
71     water cluster, the shear viscosity of a water cluster, the interfacial thermal conductivity of a solvated gold
72     nanoparticle and the interfacial friction of solvated gold nanostructures.
73 kstocke1 3927
74     \end{abstract}
75    
76     \newpage
77    
78     %\narrowtext
79    
80     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
81     % **INTRODUCTION**
82     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
83     \section{Introduction}
84    
85 kstocke1 4009 Non-equilibrium Molecular Dynamics (NEMD) methods impose a temperature or velocity {\it gradient} on a
86     system,\cite{ASHURST:1975tg,Evans:1982zk,ERPENBECK:1984sp,MAGINN:1993hc,Berthier:2002ij,Evans:2002ai,Schelling:2
87     002dp,PhysRevA.34.1449,JiangHao_jp802942v} and use linear response theory to connect the resulting thermal or
88     momentum flux to transport coefficients of bulk materials. However, for heterogeneous systems, such as phase
89     boundaries or interfaces, it is often unclear what shape of gradient should be imposed at the boundary between
90     materials.
91 kstocke1 3927
92 kstocke1 4009 Reverse Non-Equilibrium Molecular Dynamics (RNEMD) methods impose an unphysical {\it flux} between different
93     regions or ``slabs'' of the simulation box.\cite{MullerPlathe:1997xw,ISI:000080382700030,Kuang2010} The system
94     responds by developing a temperature or velocity {\it gradient} between the two regions. The gradients which
95     develop in response to the applied flux are then related (via linear response theory) to the transport
96     coefficient of interest. Since the amount of the applied flux is known exactly, and measurement of a gradient
97     is generally less complicated, imposed-flux methods typically take shorter simulation times to obtain converged
98     results. At interfaces, the observed gradients often exhibit near-discontinuities at the boundaries between
99     dissimilar materials. RNEMD methods do not need many trajectories to provide information about transport
100     properties, and they have become widely used to compute thermal and mechanical transport in both homogeneous
101     liquids and solids~\cite{MullerPlathe:1997xw,ISI:000080382700030,Maginn:2010} as well as heterogeneous
102     interfaces.\cite{garde:nl2005,garde:PhysRevLett2009,kuang:AuThl}
103    
104    
105     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
106     % **METHODOLOGY**
107     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
108     \section{Velocity Shearing and Scaling (VSS) for non-periodic systems}
109    
110     The VSS-RNEMD approach uses a series of simultaneous velocity shearing and scaling exchanges between the two
111     slabs.\cite{Kuang2012} This method imposes energy and momentum conservation constraints while simultaneously
112     creating a desired flux between the two slabs. These constraints ensure that all configurations are sampled
113     from the same microcanonical (NVE) ensemble.
114    
115 kstocke1 3994 \begin{figure}
116     \includegraphics[width=\linewidth]{figures/npVSS}
117     \caption{Schematics of periodic (left) and non-periodic (right)
118     Velocity Shearing and Scaling RNEMD. A kinetic energy or momentum
119     flux is applied from region B to region A. Thermal gradients are
120     depicted by a color gradient. Linear or angular velocity gradients
121     are shown as arrows.}
122     \label{fig:VSS}
123     \end{figure}
124 gezelter 3977
125 kstocke1 4009 We have extended the VSS method for use in {\it non-periodic} simulations, in which the ``slabs'' have been
126     generalized to two separated regions of space. These regions could be defined as concentric spheres (as in
127     figure \ref{fig:VSS}), or one of the regions can be defined in terms of a dynamically changing ``hull''
128     comprising the surface atoms of the cluster. This latter definition is identical to the hull used in the
129     Langevin Hull algorithm.
130 gezelter 3977
131 kstocke1 4009 We present here a new set of constraints that are more general than the VSS constraints. For the non-periodic
132     variant, the constraints fix both the total energy and total {\it angular} momentum of the system while
133     simultaneously imposing a thermal and angular momentum flux between the two regions.
134 kstocke1 4003
135 kstocke1 4009 After each $\Delta t$ time interval, the particle velocities ($\mathbf{v}_i$ and $\mathbf{v}_j$) in the two
136     shells ($A$ and $B$) are modified by a velocity scaling coefficient ($a$ and $b$) and by a rotational shearing
137     term ($\mathbf{c}_a$ and $\mathbf{c}_b$).
138 kstocke1 3927
139 gezelter 3977 \begin{displaymath}
140     \begin{array}{rclcl}
141     & \underline{~~~~~~~~\mathrm{scaling}~~~~~~~~} & &
142     \underline{\mathrm{rotational~shearing}} \\ \\
143     \mathbf{v}_i $~~~$\leftarrow &
144     a \left(\mathbf{v}_i - \langle \omega_a
145     \rangle \times \mathbf{r}_i\right) & + & \mathbf{c}_a \times \mathbf{r}_i \\
146     \mathbf{v}_j $~~~$\leftarrow &
147     b \left(\mathbf{v}_j - \langle \omega_b
148     \rangle \times \mathbf{r}_j\right) & + & \mathbf{c}_b \times \mathbf{r}_j
149     \end{array}
150     \end{displaymath}
151 kstocke1 4009 Here $\langle\mathbf{\omega}_a\rangle$ and $\langle\mathbf{\omega}_b\rangle$ are the instantaneous angular
152     velocities of each shell, and $\mathbf{r}_i$ is the position of particle $i$ relative to a fixed point in space
153     (usually the center of mass of the cluster). Particles in the shells also receive an additive ``angular shear''
154     to their velocities. The amount of shear is governed by the imposed angular momentum flux,
155 gezelter 3977 $\mathbf{j}_r(\mathbf{L})$,
156     \begin{eqnarray}
157     \mathbf{c}_a & = & - \mathbf{j}_r(\mathbf{L}) \cdot
158     \overleftrightarrow{I_a}^{-1} \Delta t + \langle \omega_a \rangle \label{eq:bc}\\
159     \mathbf{c}_b & = & + \mathbf{j}_r(\mathbf{L}) \cdot
160     \overleftrightarrow{I_b}^{-1} \Delta t + \langle \omega_b \rangle \label{eq:bh}
161     \end{eqnarray}
162 kstocke1 4009 where $\overleftrightarrow{I}_{\{a,b\}}$ is the moment of inertia tensor for each of the two shells.
163 gezelter 3977
164 kstocke1 4009 To simultaneously impose a thermal flux ($J_r$) between the shells we use energy conservation constraints,
165 gezelter 3977 \begin{eqnarray}
166     K_a - J_r \Delta t & = & a^2 \left(K_a - \frac{1}{2}\langle
167     \omega_a \rangle \cdot \overleftrightarrow{I_a} \cdot \langle \omega_a
168     \rangle \right) + \frac{1}{2} \mathbf{c}_a \cdot \overleftrightarrow{I_a}
169     \cdot \mathbf{c}_a \label{eq:Kc}\\
170     K_b + J_r \Delta t & = & b^2 \left(K_b - \frac{1}{2}\langle
171     \omega_b \rangle \cdot \overleftrightarrow{I_b} \cdot \langle \omega_b
172     \rangle \right) + \frac{1}{2} \mathbf{c}_b \cdot \overleftrightarrow{I_b} \cdot \mathbf{c}_b \label{eq:Kh}
173     \end{eqnarray}
174 kstocke1 4009 Simultaneous solution of these quadratic formulae for the scaling coefficients, $a$ and $b$, will ensure that
175     the simulation samples from the original microcanonical (NVE) ensemble. Here $K_{\{a,b\}}$ is the instantaneous
176     translational kinetic energy of each shell. At each time interval, we solve for $a$, $b$, $\mathbf{c}_a$, and
177     $\mathbf{c}_b$, subject to the imposed angular momentum flux, $j_r(\mathbf{L})$, and thermal flux, $J_r$,
178     values. The new particle velocities are computed, and the simulation continues. System configurations after the
179     transformations have exactly the same energy ({\it and} angular momentum) as before the moves.
180 gezelter 3977
181 kstocke1 4009 As the simulation progresses, the velocity transformations can be performed on a regular basis, and the system
182     will develop a temperature and/or angular velocity gradient in response to the applied flux. Using the slope of
183     the radial temperature or velocity gradients, it is quite simple to obtain both the thermal conductivity
184     ($\lambda$), interfacial thermal conductance ($G$), or rotational friction coefficients ($\Xi^{rr}$) of any
185     non-periodic system.
186 gezelter 3977
187 kstocke1 4003 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
188     % **COMPUTATIONAL DETAILS**
189     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
190     \section{Computational Details}
191    
192 kstocke1 4009 The new VSS-RNEMD methodology for non-periodic system geometries has been implemented in our group molecular
193     dynamics code, OpenMD.\cite{openmd} We have used the new method to calculate the thermal conductance of a gold
194     nanoparticle and SPC/E water cluster, and compared the results with previous bulk RNEMD values, as well as
195     experiment. We have also investigated the interfacial thermal conductance and interfacial rotational friction
196     for gold nanostructures solvated in hexane as a function of nanoparticle size and shape.
197    
198 kstocke1 3927 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
199 kstocke1 4009 % FORCE FIELD PARAMETERS
200 kstocke1 3927 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
201 kstocke1 4009 \subsection{Force field parameters}
202 kstocke1 3927
203 kstocke1 4009 Gold -- gold interactions are described by the quantum Sutton-Chen (QSC) model.\cite{PhysRevB.59.3527} The QSC
204     parameters are tuned to experimental properties such as density, cohesive energy, and elastic moduli and
205     include zero-point quantum corrections.
206 kstocke1 3927
207 kstocke1 4009 We have chosen the SPC/E water model for these simulations, which is particularly useful for method validation
208     as there are many values for physical properties from previous simulations available for direct
209     comparison.\cite{Bedrov:2000, Kuang2010}
210 kstocke1 3947
211 kstocke1 4009 Hexane molecules are described by the TraPPE united atom model,\cite{TraPPE-UA.alkanes} which provides good
212     computational efficiency and reasonable accuracy for bulk thermal conductivity values. In this model, sites are
213     located at the carbon centers for alkyl groups. Bonding interactions, including bond stretches and bends and
214     torsions, were used for intra-molecular sites closer than 3 bonds. For non-bonded interactions, Lennard-Jones
215     potentials were used. We have previously utilized both united atom (UA) and all-atom (AA) force fields for
216     thermal conductivity,\cite{kuang:AuThl,Kuang2012} and since the united atom force fields cannot populate the
217     high-frequency modes that are present in AA force fields, they appear to work better for modeling thermal
218     conductivity.
219 kstocke1 3947
220 kstocke1 4009 Gold -- hexane nonbonded interactions are governed by pairwise Lennard-Jones parameters derived from Vlugt
221     \emph{et al}.\cite{vlugt:cpc2007154} They fitted parameters for the interaction between Au and CH$_{\emph x}$
222     pseudo-atoms based on the effective potential of Hautman and Klein for the Au(111) surface.\cite{hautman:4994}
223    
224 kstocke1 3947 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
225 kstocke1 4009 % NON-PERIODIC DYNAMICS
226 kstocke1 3947 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
227 kstocke1 4009 % \subsection{Dynamics for non-periodic systems}
228     %
229     % We have run all tests using the Langevin Hull non-periodic simulation methodology.\cite{Vardeman2011} The
230     % Langevin Hull is especially useful for simulating heterogeneous mixtures of materials with different
231     % compressibilities, which are typically problematic for traditional affine transform methods. We have had
232     % success applying this method to several different systems including bare metal nanoparticles, liquid water
233     % clusters, and explicitly solvated nanoparticles. Calculated physical properties such as the isothermal
234     % compressibility of water and the bulk modulus of gold nanoparticles are in good agreement with previous
235     % theoretical and experimental results. The Langevin Hull uses a Delaunay tesselation to create a dynamic convex
236     % hull composed of triangular facets with vertices at atomic sites. Atomic sites included in the hull are coupled
237     % to an external bath defined by a temperature, pressure and viscosity. Atoms not included in the hull are
238     % subject to standard Newtonian dynamics.
239 kstocke1 3947
240 kstocke1 4009 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
241     % SIMULATION PROTOCOL
242     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
243     \subsection{Simulation protocol}
244 kstocke1 3947
245 kstocke1 4009 In all cases, systems were fully equilibrated under non-periodic isobaric-isothermal (NPT) conditions -- using
246     the Langevin Hull methodology\cite{Vardeman2011} -- before any non-equilibrium methods were introduced. For
247     heterogeneous systems, the gold nanoparticles and ellipsoid were first created from a bulk lattice and
248     thermally equilibrated before being solvated in hexane. Packmol\cite{packmol} was used to solvate previously
249     equilibrated gold nanostructures within a droplet of hexane.
250 kstocke1 3947
251 kstocke1 4009 Once fully equilibrated, a thermal or angular momentum flux was applied for 1 - 2
252     ns, until a stable temperature or angular velocity gradient had developed. Systems containing liquids were run
253     under moderate pressure (5 atm) and temperatures (230 K) to avoid the formation of a substantial vapor phase. Pressure was applied to the system via the non-periodic convex Langevin Hull. Thermal coupling to the external temperature and pressure bath was removed to avoid interference with any
254     imposed flux.
255 kstocke1 3947
256 kstocke1 4009 To stabilize the gold nanoparticle under the imposed angular momentum flux we altered the gold atom at the
257     designated coordinate origin to have $10,000$ times its original mass. The nonbonded interactions remain
258     unchanged. The heavy atom is excluded from the angular momentum exchange. For rotation of the ellipsoid about
259     its long axis we have added two heavy atoms along the axis of rotation, one at each end of the rod. We collected angular velocity data for the heterogeneous systems after a brief VSS-RNEMD simulation to initialize rotation of the solvated nanostructure. Doing so ensures that we overcome the initial static friction and calculate only the \emph{dynamic} interfacial rotational friction.
260 kstocke1 3947
261     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
262     % THERMAL CONDUCTIVITIES
263     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
264     \subsection{Thermal conductivities}
265    
266 kstocke1 4009 Fourier's Law of heat conduction in radial coordinates yields an expression for the heat flow between the
267     concentric spherical RNEMD shells:
268 kstocke1 3947
269     \begin{equation}
270 kstocke1 4003 q_r = - \frac{4 \pi \lambda (T_b - T_a)}{\frac{1}{r_a} - \frac{1}{r_b}}
271     \label{eq:Q}
272 kstocke1 3947 \end{equation}
273    
274 kstocke1 4009 where $\lambda$ is the thermal conductivity, and $T_{a,b}$ and $r_{a,b}$ are the temperatures and radii of the
275     two RNEMD regions, respectively.
276 kstocke1 3991
277 kstocke1 4009 A thermal flux is created using VSS-RNEMD moves, and the temperature in each of the radial shells is recorded.
278     The resulting temperature profiles are analyzed to yield information about the interfacial thermal conductance.
279     As the simulation progresses, the VSS moves are performed on a regular basis, and the system develops a thermal
280     or velocity gradient in response to the applied flux. Once a stable thermal gradient has been established
281     between the two regions, the thermal conductivity, $\lambda$, can be calculated using a linear regression of
282     the thermal gradient, $\langle \frac{dT}{dr} \rangle$:
283 kstocke1 3991
284     \begin{equation}
285 kstocke1 4003 \lambda = \frac{r_a}{r_b} \frac{q_r}{4 \pi \langle \frac{dT}{dr} \rangle}
286     \label{eq:lambda}
287 kstocke1 3991 \end{equation}
288    
289 kstocke1 4009 The rate of heat transfer between the two RNEMD regions is the amount of transferred kinetic energy over the
290     length of the simulation, t
291 kstocke1 3991
292     \begin{equation}
293     q_r = \frac{KE}{t}
294 kstocke1 4003 \label{eq:heat}
295 kstocke1 3991 \end{equation}
296    
297 kstocke1 3947 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
298     % INTERFACIAL THERMAL CONDUCTANCE
299     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
300     \subsection{Interfacial thermal conductance}
301    
302 kstocke1 4009 \begin{figure}
303     \includegraphics[width=\linewidth]{figures/NP20}
304     \caption{A gold nanoparticle with a radius of 20 \AA$\,$ solvated in TraPPE-UA hexane. A thermal flux is applied between the nanoparticle and an outer shell of solvent.}
305     \label{fig:NP20}
306     \end{figure}
307 kstocke1 4003
308 kstocke1 4009 For heterogeneous systems such as a solvated nanoparticle, shown in Figure \ref{fig:NP20}, the interfacial
309     thermal conductance at the surface of the nanoparticle can be determined using an applied kinetic energy flux.
310     We can treat the temperature in each radial shell as discrete, making the thermal conductance, $G$, of each
311     shell the inverse of its Kapitza resistance, $R_K$. To model the thermal conductance across an interface (or
312     multiple interfaces) it is useful to consider the shells as resistors wired in series. The resistance of the
313     shells is then additive, and the interfacial thermal conductance is the inverse of the total Kapitza
314     resistance. The thermal resistance of each shell is
315    
316 kstocke1 3947 \begin{equation}
317 kstocke1 4003 R_K = \frac{1}{q_r} \Delta T 4 \pi r^2
318     \label{eq:RK}
319 kstocke1 3947 \end{equation}
320    
321 kstocke1 4003 making the total resistance of two neighboring shells
322    
323     \begin{equation}
324 kstocke1 4004 R_{total} = \frac{1}{q_r} \left [ (T_2 - T_1) 4 \pi r^2_1 + (T_3 - T_2) 4 \pi r^2_2 \right ] = \frac{1}{G}
325 kstocke1 4003 \label{eq:Rtotal}
326     \end{equation}
327    
328 kstocke1 4009 This series can be expanded for any number of adjacent shells, allowing for the calculation of the interfacial
329     thermal conductance for interfaces of significant thickness, such as self-assembled ligand monolayers on a
330     metal surface.
331 kstocke1 4004
332 kstocke1 3947 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
333 kstocke1 4009 % INTERFACIAL ROTATIONAL FRICTION
334 kstocke1 3947 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
335 kstocke1 4009 \subsection{Interfacial rotational friction}
336 kstocke1 3947
337 kstocke1 4009 The interfacial rotational friction, $\Xi^{rr}$, can be calculated for heterogeneous nanostructure/solvent
338     systems by applying an angular momentum flux between the solvated nanostructure and a spherical shell of
339     solvent at the boundary of the cluster. An angular velocity gradient develops in response to the applied flux,
340     causing the nanostructure and solvent shell to rotate in opposite directions about a given axis.
341    
342     \begin{figure}
343     \includegraphics[width=\linewidth]{figures/E25-75}
344     \caption{A gold prolate ellipsoid of length 65 \AA$\,$ and width 25 \AA$\,$ solvated by TraPPE-UA hexane. An angular momentum flux is applied between the ellipsoid and an outer shell of solvent.}
345     \label{fig:E25-75}
346     \end{figure}
347    
348 kstocke1 3991 Analytical solutions for the rotational friction coefficients for a solvated spherical body of radius $r$ under ideal ``stick'' boundary conditions can be estimated using Stokes' law
349 kstocke1 3947
350     \begin{equation}
351 kstocke1 4009 \Xi^{rr}_{stick} = 8 \pi \eta r^3
352     \label{eq:Xisphere}.
353 kstocke1 3947 \end{equation}
354    
355 kstocke1 4009 where $\eta$ is the dynamic viscosity of the surrounding solvent. An $\eta$ value for TraPPE-UA hexane under
356     these particular temperature and pressure conditions was determined by applying a traditional VSS-RNEMD linear
357     momentum flux to a periodic box of solvent.
358 kstocke1 3947
359 kstocke1 4009 For general ellipsoids with semiaxes $a$, $b$, and $c$, Perrin's extension of Stokes' law provides exact
360     solutions for symmetric prolate $(a \geq b = c)$ and oblate $(a < b = c)$ ellipsoids. For simplicity, we define
361     a Perrin Factor, $S$,
362 kstocke1 3947
363     \begin{equation}
364 kstocke1 4003 S = \frac{2}{\sqrt{a^2 - b^2}} ln \left[ \frac{a + \sqrt{a^2 - b^2}}{b} \right].
365     \label{eq:S}
366 kstocke1 3947 \end{equation}
367    
368     For a prolate ellipsoidal rod, demonstrated here, the rotational resistance tensor $\Xi$ is a $3 \times 3$ diagonal matrix with elements
369     \begin{equation}
370     \Xi^{rr}_a = \frac{32 \pi}{2} \eta \frac{ \left( a^2 - b^2 \right) b^2}{2a - b^2 S}
371 kstocke1 4003 \label{eq:Xia}
372 kstocke1 3991 \end{equation}\vspace{-0.45in}\\
373     \begin{equation}
374     \Xi^{rr}_{b,c} = \frac{32 \pi}{2} \eta \frac{ \left( a^4 - b^4 \right)}{ \left( 2a^2 - b^2 \right)S - 2a}.
375 kstocke1 4003 \label{eq:Xibc}
376 kstocke1 3947 \end{equation}
377 kstocke1 3991
378 kstocke1 4009 The effective rotational friction coefficient at the interface can be extracted from non-periodic VSS-RNEMD simulations quite easily using the applied torque ($\tau$) and the observed angular velocity of the gold structure ($\omega_{Au}$)
379 kstocke1 3991
380 kstocke1 3947 \begin{equation}
381 kstocke1 3991 \Xi^{rr}_{\mathit{eff}} = \frac{\tau}{\omega_{Au}}
382 kstocke1 4003 \label{eq:Xieff}
383 kstocke1 3947 \end{equation}
384    
385 kstocke1 3991 The applied torque required to overcome the interfacial friction and maintain constant rotation of the gold is
386    
387     \begin{equation}
388     \tau = \frac{L}{2 t}
389 kstocke1 4003 \label{eq:tau}
390 kstocke1 3991 \end{equation}
391    
392     where $L$ is the total angular momentum exchanged between the two RNEMD regions and $t$ is the length of the simulation.
393    
394 kstocke1 4009 Previous VSS-RNEMD simulations of the interfacial friction of the planar Au(111) / hexane interface have shown
395     that the interface exists within ``slip'' boundary conditions.\cite{Kuang2012} Hu and Zwanzig\cite{Zwanzig}
396     investigated the rotational friction coefficients for spheroids under slip boundary conditions and obtained
397     numerial results for a scaling factor to be applied to $\Xi^{rr}_{\mathit{stick}}$ as a function of $\tau$, the
398     ratio of the shorter semiaxes and the longer semiaxis of the spheroid. For the sphere and prolate ellipsoid
399     shown here, the values of $\tau$ are $1$ and $0.3939$, respectively. Under ``slip'' conditions,
400     $\Xi^{rr}_{\mathit{slip}}$ for any sphere and rotation of the prolate ellipsoid about its long axis approaches
401     $0$, as no solvent is displaced by either of these rotations. $\Xi^{rr}_{\mathit{slip}}$ for rotation of the
402     prolate ellipsoid about its short axis is $35.9\%$ of the analytical $\Xi^{rr}_{\mathit{stick}}$ result,
403     accounting for the reduced interfacial friction under ``slip'' boundary conditions.
404 kstocke1 3947
405     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
406 kstocke1 3927 % **TESTS AND APPLICATIONS**
407     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
408     \section{Tests and Applications}
409    
410     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
411     % THERMAL CONDUCTIVITIES
412     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
413     \subsection{Thermal conductivities}
414    
415 kstocke1 4009 Calculated values for the thermal conductivity of a 40 \AA$~$ radius gold nanoparticle (15707 atoms) at
416     different kinetic energy flux values are shown in Table \ref{table:goldTC}. For these calculations, the hot and
417     cold slabs were excluded from the linear regression of the thermal gradient.
418 kstocke1 3927
419 kstocke1 3934 \begin{longtable}{ccc}
420     \caption{Calculated thermal conductivity of a crystalline gold nanoparticle of radius 40 \AA. Calculations were performed at 300 K and ambient density. Gold-gold interactions are described by the Quantum Sutton-Chen potential.}
421 kstocke1 3927 \\ \hline \hline
422 kstocke1 4003 {$J_r$} & {$\langle \frac{dT}{dr} \rangle$} & {$\boldsymbol \lambda$}\\
423     {\footnotesize(kcal / fs $\cdot$ \AA$^{2}$)} & {\footnotesize(K / \AA)} & {\footnotesize(W / m $\cdot$ K)}\\ \hline
424 kstocke1 3991 3.25$\times 10^{-6}$ & 0.11435 & 1.0143 \\
425     6.50$\times 10^{-6}$ & 0.2324 & 0.9982 \\
426     1.30$\times 10^{-5}$ & 0.44922 & 1.0328 \\
427     3.25$\times 10^{-5}$ & 1.1802 & 0.9828 \\
428     6.50$\times 10^{-5}$ & 2.339 & 0.9918 \\
429     \hline
430     This work & & 1.0040
431 kstocke1 3934 \\ \hline \hline
432 kstocke1 3991 \label{table:goldTC}
433 kstocke1 3927 \end{longtable}
434    
435 kstocke1 4009 The measured linear slope $\langle \frac{dT}{dr} \rangle$ is linearly dependent on the applied kinetic energy
436     flux $J_r$. Calculated thermal conductivity values compare well with previous bulk QSC values of 1.08 -- 1.26
437     {\footnotesize W / m $\cdot$ K}\cite{Kuang2010}, though still significantly lower than the experimental value
438     of 320 {\footnotesize W / m $\cdot$ K}, as the QSC force field neglects significant electronic contributions to
439     heat conduction.
440 kstocke1 3947
441 kstocke1 4009 Calculated values for the thermal conductivity of a cluster of 6912 SPC/E water molecules are shown in Table
442     \ref{table:waterTC}. As with the gold nanoparticle thermal conductivity calculations, the RNEMD regions were
443     excluded from the $\langle \frac{dT}{dr} \rangle$ fit.
444    
445 kstocke1 3934 \begin{longtable}{ccc}
446 kstocke1 3991 \caption{Calculated thermal conductivity of a cluster of 6912 SPC/E water molecules. Calculations were performed at 300 K and 5 atm.}
447 kstocke1 3927 \\ \hline \hline
448 kstocke1 4003 {$J_r$} & {$\langle \frac{dT}{dr} \rangle$} & {$\boldsymbol \lambda$}\\
449     {\footnotesize(kcal / fs $\cdot$ \AA$^{2}$)} & {\footnotesize(K / \AA)} & {\footnotesize(W / m $\cdot$ K)}\\ \hline
450 kstocke1 3991 1$\times 10^{-5}$ & 0.38683 & 0.8698 \\
451     3$\times 10^{-5}$ & 1.1643 & 0.9098 \\
452     6$\times 10^{-5}$ & 2.2262 & 0.8727 \\
453     \hline
454     This work & & 0.8841 \\
455     Zhang, et al\cite{Zhang2005} & & 0.81 \\
456     R$\ddot{\mathrm{o}}$mer, et al\cite{Romer2012} & & 0.87 \\
457     Experiment\cite{WagnerKruse} & & 0.61
458     \\ \hline \hline
459     \label{table:waterTC}
460 kstocke1 3927 \end{longtable}
461    
462 kstocke1 4009 Again, the measured slope is linearly dependent on the applied kinetic energy flux $J_r$. The average
463     calculated thermal conductivity from this work, $0.8841$ {\footnotesize W / m $\cdot$ K}, compares very well to
464     previous non-equilibrium molecular dynamics results\cite{Romer2012, Zhang2005} and experimental
465     values.\cite{WagnerKruse}
466    
467 kstocke1 3927 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
468     % INTERFACIAL THERMAL CONDUCTANCE
469     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
470     \subsection{Interfacial thermal conductance}
471    
472 kstocke1 4009 Calculated interfacial thermal conductance ($G$) values for three sizes of gold nanoparticles and Au(111)
473     surface solvated in TraPPE-UA hexane are shown in Table \ref{table:G}.
474 kstocke1 4003
475 kstocke1 3973 \begin{longtable}{ccc}
476 kstocke1 4009 \caption{Calculated interfacial thermal conductance ($G$) values for gold nanoparticles of varying radii solvated in explicit TraPPE-UA hexane. The nanoparticle $G$ values are compared to previous results for a Au(111) interface in TraPPE-UA hexane.}
477 kstocke1 3973 \\ \hline \hline
478 kstocke1 4003 {Nanoparticle Radius} & {$G$}\\
479     {\footnotesize(\AA)} & {\footnotesize(MW / m$^{2}$ $\cdot$ K)}\\ \hline
480     20 & {47.1} \\
481     30 & {45.4} \\
482     40 & {46.5} \\
483 kstocke1 4004 \hline
484     Au(111) & {30.2}
485 kstocke1 4003 \\ \hline \hline
486 kstocke1 4009 \label{table:G}
487 kstocke1 3973 \end{longtable}
488 kstocke1 3962
489 kstocke1 4009 The introduction of surface curvature increases the interfacial thermal conductance by a factor of
490     approximately $1.5$ relative to the flat interface. There are no significant differences in the $G$ values for
491     the varying nanoparticle sizes. It seems likely that for the range of nanoparticle sizes represented here, any
492     particle size effects are not evident.
493    
494 kstocke1 3927 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
495     % INTERFACIAL FRICTION
496     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
497     \subsection{Interfacial friction}
498    
499 kstocke1 4009 Table \ref{table:couple} shows the calculated rotational friction coefficients $\Xi^{rr}$ for spherical gold
500     nanoparticles and a prolate ellipsoidal gold nanorod in TraPPE-UA hexane. An angular momentum flux was applied
501     between the A and B regions defined as the gold structure and hexane molecules beyond a certain radius,
502     respectively.
503 kstocke1 4004
504 kstocke1 4003 \begin{longtable}{lccccc}
505 kstocke1 4009 \caption{Comparison of rotational friction coefficients under ideal ``slip'' ($\Xi^{rr}_{\mathit{slip}}$) and ``stick'' ($\Xi^{rr}_{\mathit{stick}}$) conditions and effective ($\Xi^{rr}_{\mathit{eff}}$) rotational friction coefficients of gold nanostructures solvated in TraPPE-UA hexane at 230 K. The ellipsoid is oriented with the long axis along the $z$ direction.}
506 kstocke1 3927 \\ \hline \hline
507 kstocke1 4003 {Structure} & {Axis of Rotation} & {$\Xi^{rr}_{\mathit{slip}}$} & {$\Xi^{rr}_{\mathit{eff}}$} & {$\Xi^{rr}_{\mathit{stick}}$} & {$\Xi^{rr}_{\mathit{eff}}$ / $\Xi^{rr}_{\mathit{stick}}$}\\
508     {} & {} & {\footnotesize(amu A$^2$ / fs)} & {\footnotesize(amu A$^2$ / fs)} & {\footnotesize(amu A$^2$ / fs)} & \\ \hline
509     Sphere (r = 20 \AA) & {$x = y = z$} & 0 & {2386} & {3314} & {0.720}\\
510     Sphere (r = 30 \AA) & {$x = y = z$} & 0 & {8415} & {11749} & {0.716}\\
511     Sphere (r = 40 \AA) & {$x = y = z$} & 0 & {47544} & {34464} & {1.380}\\
512     Prolate Ellipsoid & {$x = y$} & {1792} & {3128} & {4991} & {0.627}\\
513 kstocke1 4004 Prolate Ellipsoid & {$z$} & 0 & {1590} & {1993} & {0.798}
514 kstocke1 4003 \\ \hline \hline
515 kstocke1 3991 \label{table:couple}
516 kstocke1 3927 \end{longtable}
517    
518 kstocke1 4009 The results for $\Xi^{rr}_{\mathit{eff}}$ show that, contrary to the flat Au(111) / hexane interface, gold
519     structures solvated by hexane do not exist in the ``slip'' boundary conditions. At this length scale, the
520     nanostructures are not perfect spheroids due to atomic `roughening' of the surface and therefore experience
521     increased interfacial friction which deviates from the ideal ``slip'' case. The 20 and 30 \AA$\,$ radius
522     nanoparticles experience approximately 70\% of the ideal ``stick'' boundary interfacial friction. Rotation of
523     the ellipsoid about its long axis more closely approaches the ``stick'' limit than rotation about the short
524     axis, which may at first seem counterintuitive. However, the `propellor' motion caused by rotation about the
525     short axis may exclude solvent from the rotation cavity or move a sufficient amount of solvent along with the
526     gold that a smaller interfacial friction is actually experienced. The largest nanoparticle (40 \AA$\,$ radius)
527     appears to experience more than the ``stick'' limit of interfacial friction, which may be a consequence of
528     surface features or anomalous solvent behaviors that are not fully understood at this time.
529 kstocke1 3994
530 kstocke1 3927 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
531     % **DISCUSSION**
532     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
533     \section{Discussion}
534    
535 kstocke1 4009 We have demonstrated a novel adaptation of the VSS-RNEMD methodology for the application of thermal and angular momentum fluxes in explicitly non-periodic system geometries. Non-periodic VSS-RNEMD preserves the virtues of traditional VSS-RNEMD, namely Boltzmann thermal velocity distributions and minimal thermal anisotropy, while extending the constraints to conserve total energy and total \emph{angular} momentum. We also still have the ability to impose the thermal and angular momentum fluxes simultaneously or individually.
536 kstocke1 3927
537 kstocke1 4010 Most strikingly, this method enables calculation of thermal conductivity in homogeneous non-periodic geometries, as well as interfacial thermal conductance and interfacial rotational friction in heterogeneous clusters. The ability to interrogate explicitly non-periodic effects -- such as surface curvature -- on interfacial transport properties is an exciting prospect that will be explored in the future.
538 kstocke1 4009
539 kstocke1 3927 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
540     % **ACKNOWLEDGMENTS**
541     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
542     \section*{Acknowledgments}
543    
544 kstocke1 4009 We gratefully acknowledge conversations with Dr. Shenyu Kuang. Support for this project was provided by the
545     National Science Foundation under grant CHE-0848243. Computational time was provided by the Center for Research
546 kstocke1 3927 Computing (CRC) at the University of Notre Dame.
547    
548     \newpage
549    
550     \bibliography{nonperiodicVSS}
551    
552     \end{doublespace}
553 kstocke1 3934 \end{document}

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