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1 chrisfen 1453 %\documentclass[prb,aps,twocolumn,tabularx]{revtex4}
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20 chrisfen 1453
21     \begin{document}
22    
23 gezelter 1465 \title{Ice-{\it i}: a simulation-predicted ice polymorph which is more
24     stable than Ice $I_h$ for point-charge and point-dipole water models}
25 chrisfen 1453
26 gezelter 1463 \author{Christopher J. Fennell and J. Daniel Gezelter \\
27     Department of Chemistry and Biochemistry\\ University of Notre Dame\\
28 chrisfen 1453 Notre Dame, Indiana 46556}
29    
30     \date{\today}
31    
32 gezelter 1463 \maketitle
33 chrisfen 1453 %\doublespacing
34    
35     \begin{abstract}
36 gezelter 1475 The absolute free energies of several ice polymorphs which are stable
37     at low pressures were calculated using thermodynamic integration to a
38     reference system (the Einstein crystal). These integrations were
39     performed for most of the common water models (SPC/E, TIP3P, TIP4P,
40     TIP5P, SSD/E, SSD/RF). Ice-{\it i}, a structure we recently observed
41     crystallizing at room temperature for one of the single-point water
42     models, was determined to be the stable crystalline state (at 1 atm)
43     for {\it all} the water models investigated. Phase diagrams were
44 gezelter 1463 generated, and phase coexistence lines were determined for all of the
45 gezelter 1475 known low-pressure ice structures under all of these water models.
46     Additionally, potential truncation was shown to have an effect on the
47     calculated free energies, and can result in altered free energy
48 chrisfen 1487 landscapes. Structure factor predictions for the new crystal were
49     generated and we await experimental confirmation of the existence of
50     this new polymorph.
51 chrisfen 1453 \end{abstract}
52    
53     %\narrowtext
54    
55     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
56     % BODY OF TEXT
57     %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
58    
59     \section{Introduction}
60    
61 chrisfen 1459 Water has proven to be a challenging substance to depict in
62 gezelter 1463 simulations, and a variety of models have been developed to describe
63     its behavior under varying simulation
64 gezelter 1477 conditions.\cite{Stillinger74,Rahman75,Berendsen81,Jorgensen83,Bratko85,Berendsen87,Caldwell95,Liu96,Berendsen98,Dill00,Mahoney00,Fennell04}
65 gezelter 1463 These models have been used to investigate important physical
66 gezelter 1475 phenomena like phase transitions, transport properties, and the
67 chrisfen 1471 hydrophobic effect.\cite{Yamada02,Marrink94,Gallagher03} With the
68     choice of models available, it is only natural to compare the models
69     under interesting thermodynamic conditions in an attempt to clarify
70     the limitations of each of the
71     models.\cite{Jorgensen83,Jorgensen98b,Clancy94,Mahoney01} Two
72 gezelter 1475 important properties to quantify are the Gibbs and Helmholtz free
73 chrisfen 1471 energies, particularly for the solid forms of water. Difficulty in
74     these types of studies typically arises from the assortment of
75     possible crystalline polymorphs that water adopts over a wide range of
76     pressures and temperatures. There are currently 13 recognized forms
77     of ice, and it is a challenging task to investigate the entire free
78     energy landscape.\cite{Sanz04} Ideally, research is focused on the
79     phases having the lowest free energy at a given state point, because
80 gezelter 1475 these phases will dictate the relevant transition temperatures and
81 chrisfen 1471 pressures for the model.
82 chrisfen 1459
83 gezelter 1465 In this paper, standard reference state methods were applied to known
84 chrisfen 1471 crystalline water polymorphs in the low pressure regime. This work is
85 gezelter 1475 unique in that one of the crystal lattices was arrived at through
86     crystallization of a computationally efficient water model under
87 chrisfen 1812 constant pressure and temperature conditions. Crystallization events
88 gezelter 1475 are interesting in and of themselves;\cite{Matsumoto02,Yamada02}
89     however, the crystal structure obtained in this case is different from
90     any previously observed ice polymorphs in experiment or
91     simulation.\cite{Fennell04} We have named this structure Ice-{\it i}
92     to indicate its origin in computational simulation. The unit cell
93     (Fig. \ref{iceiCell}A) consists of eight water molecules that stack in
94 chrisfen 1812 rows of interlocking water tetramers. This crystal structure has a
95     limited resemblence to a recent two-dimensional ice tessellation
96     simulated on a silica surface.\cite{Yang04} Proton ordering can be
97 gezelter 1475 accomplished by orienting two of the molecules so that both of their
98     donated hydrogen bonds are internal to their tetramer
99 chrisfen 1812 (Fig. \ref{protOrder}). As expected in an ice crystal constructed of
100 gezelter 1475 water tetramers, the hydrogen bonds are not as linear as those
101     observed in ice $I_h$, however the interlocking of these subunits
102 chrisfen 1812 appears to provide significant stabilization to the overall crystal.
103     The arrangement of these tetramers results in surrounding open
104     octagonal cavities that are typically greater than 6.3 \AA\ in
105     diameter. This relatively open overall structure leads to crystals
106 chrisfen 1459 that are 0.07 g/cm$^3$ less dense on average than ice $I_h$.
107 gezelter 1463
108 chrisfen 1460 \begin{figure}
109 gezelter 1463 \includegraphics[width=\linewidth]{unitCell.eps}
110 chrisfen 1483 \caption{Unit cells for (A) Ice-{\it i} and (B) Ice-{\it i}$^\prime$,
111     the elongated variant of Ice-{\it i}. The spheres represent the
112 chrisfen 1471 center-of-mass locations of the water molecules. The $a$ to $c$
113     ratios for Ice-{\it i} and Ice-{\it i}$^\prime$ are given by
114     $a:2.1214c$ and $a:1.7850c$ respectively.}
115 chrisfen 1460 \label{iceiCell}
116     \end{figure}
117 gezelter 1463
118 chrisfen 1460 \begin{figure}
119 gezelter 1463 \includegraphics[width=\linewidth]{orderedIcei.eps}
120 chrisfen 1460 \caption{Image of a proton ordered crystal of Ice-{\it i} looking
121 chrisfen 1814 down the (001) crystal face. The rows of water tetramers surrounded
122     by octagonal pores leads to a crystal structure that is significantly
123 chrisfen 1460 less dense than ice $I_h$.}
124     \label{protOrder}
125     \end{figure}
126 chrisfen 1459
127 gezelter 1465 Results from our previous study indicated that Ice-{\it i} is the
128     minimum energy crystal structure for the single point water models we
129 gezelter 1475 had investigated (for discussions on these single point dipole models,
130     see our previous work and related
131 chrisfen 1471 articles).\cite{Fennell04,Liu96,Bratko85} Those results only
132 gezelter 1465 considered energetic stabilization and neglected entropic
133 chrisfen 1812 contributions to the overall free energy. To address this issue, we
134 gezelter 1475 have calculated the absolute free energy of this crystal using
135 gezelter 1465 thermodynamic integration and compared to the free energies of cubic
136     and hexagonal ice $I$ (the experimental low density ice polymorphs)
137     and ice B (a higher density, but very stable crystal structure
138     observed by B\`{a}ez and Clancy in free energy studies of
139     SPC/E).\cite{Baez95b} This work includes results for the water model
140     from which Ice-{\it i} was crystallized (SSD/E) in addition to several
141     common water models (TIP3P, TIP4P, TIP5P, and SPC/E) and a reaction
142     field parametrized single point dipole water model (SSD/RF). It should
143 chrisfen 1483 be noted that a second version of Ice-{\it i} (Ice-{\it i}$^\prime$)
144 chrisfen 1812 was used in calculations involving SPC/E, TIP4P, and TIP5P. The unit
145 chrisfen 1483 cell of this crystal (Fig. \ref{iceiCell}B) is similar to the Ice-{\it
146     i} unit it is extended in the direction of the (001) face and
147 chrisfen 1484 compressed along the other two faces. There is typically a small
148 chrisfen 1485 distortion of proton ordered Ice-{\it i}$^\prime$ that converts the
149     normally square tetramer into a rhombus with alternating approximately
150     85 and 95 degree angles. The degree of this distortion is model
151     dependent and significant enough to split the tetramer diagonal
152 chrisfen 1488 location peak in the radial distribution function.
153 chrisfen 1459
154 chrisfen 1453 \section{Methods}
155    
156 chrisfen 1454 Canonical ensemble (NVT) molecular dynamics calculations were
157 gezelter 1465 performed using the OOPSE molecular mechanics package.\cite{Meineke05}
158     All molecules were treated as rigid bodies, with orientational motion
159 chrisfen 1812 propagated using the symplectic DLM integration method. Details about
160 chrisfen 1471 the implementation of this technique can be found in a recent
161 gezelter 1468 publication.\cite{Dullweber1997}
162 chrisfen 1454
163 chrisfen 1471 Thermodynamic integration is an established technique for
164     determination of free energies of condensed phases of
165     materials.\cite{Frenkel84,Hermens88,Meijer90,Baez95a,Vlot99}. This
166     method, implemented in the same manner illustrated by B\`{a}ez and
167     Clancy, was utilized to calculate the free energy of several ice
168     crystals at 200 K using the TIP3P, TIP4P, TIP5P, SPC/E, SSD/RF, and
169     SSD/E water models.\cite{Baez95a} Liquid state free energies at 300
170     and 400 K for all of these water models were also determined using
171 gezelter 1475 this same technique in order to determine melting points and to
172 chrisfen 1812 generate phase diagrams. All simulations were carried out at
173     densities which correspond to a pressure of approximately 1 atm at
174     their respective temperatures.
175 chrisfen 1454
176 gezelter 1475 Thermodynamic integration involves a sequence of simulations during
177     which the system of interest is converted into a reference system for
178 chrisfen 1812 which the free energy is known analytically. This transformation path
179 gezelter 1475 is then integrated in order to determine the free energy difference
180     between the two states:
181 chrisfen 1458 \begin{equation}
182     \Delta A = \int_0^1\left\langle\frac{\partial V(\lambda
183     )}{\partial\lambda}\right\rangle_\lambda d\lambda,
184     \end{equation}
185     where $V$ is the interaction potential and $\lambda$ is the
186 chrisfen 1812 transformation parameter that scales the overall potential.
187     Simulations are distributed strategically along this path in order to
188     sufficiently sample the regions of greatest change in the potential.
189     Typical integrations in this study consisted of $\sim$25 simulations
190     ranging from 300 ps (for the unaltered system) to 75 ps (near the
191     reference state) in length.
192 chrisfen 1458
193 chrisfen 1454 For the thermodynamic integration of molecular crystals, the Einstein
194 chrisfen 1812 crystal was chosen as the reference system. In an Einstein crystal,
195 chrisfen 1471 the molecules are restrained at their ideal lattice locations and
196     orientations. Using harmonic restraints, as applied by B\`{a}ez and
197     Clancy, the total potential for this reference crystal
198     ($V_\mathrm{EC}$) is the sum of all the harmonic restraints,
199     \begin{equation}
200     V_\mathrm{EC} = \frac{K_\mathrm{v}r^2}{2} + \frac{K_\theta\theta^2}{2} +
201     \frac{K_\omega\omega^2}{2},
202     \end{equation}
203     where $K_\mathrm{v}$, $K_\mathrm{\theta}$, and $K_\mathrm{\omega}$ are
204     the spring constants restraining translational motion and deflection
205     of and rotation around the principle axis of the molecule
206 chrisfen 1555 respectively. These spring constants are typically calculated from
207     the mean-square displacements of water molecules in an unrestrained
208     ice crystal at 200 K. For these studies, $K_\mathrm{r} = 4.29$ kcal
209     mol$^{-1}$, $K_\theta\ = 13.88$ kcal mol$^{-1}$, and $K_\omega\ =
210     17.75$ kcal mol$^{-1}$. It is clear from Fig. \ref{waterSpring} that
211     the values of $\theta$ range from $0$ to $\pi$, while $\omega$ ranges
212     from $-\pi$ to $\pi$. The partition function for a molecular crystal
213 gezelter 1465 restrained in this fashion can be evaluated analytically, and the
214     Helmholtz Free Energy ({\it A}) is given by
215 chrisfen 1454 \begin{eqnarray}
216     A = E_m\ -\ kT\ln \left (\frac{kT}{h\nu}\right )^3&-&kT\ln \left
217     [\pi^\frac{1}{2}\left (\frac{8\pi^2I_\mathrm{A}kT}{h^2}\right
218     )^\frac{1}{2}\left (\frac{8\pi^2I_\mathrm{B}kT}{h^2}\right
219     )^\frac{1}{2}\left (\frac{8\pi^2I_\mathrm{C}kT}{h^2}\right
220     )^\frac{1}{2}\right ] \nonumber \\ &-& kT\ln \left [\frac{kT}{2(\pi
221     K_\omega K_\theta)^{\frac{1}{2}}}\exp\left
222     (-\frac{kT}{2K_\theta}\right)\int_0^{\left (\frac{kT}{2K_\theta}\right
223     )^\frac{1}{2}}\exp(t^2)\mathrm{d}t\right ],
224     \label{ecFreeEnergy}
225     \end{eqnarray}
226 chrisfen 1471 where $2\pi\nu = (K_\mathrm{v}/m)^{1/2}$, and $E_m$ is the minimum
227     potential energy of the ideal crystal.\cite{Baez95a}
228 gezelter 1463
229 chrisfen 1456 \begin{figure}
230 gezelter 1463 \includegraphics[width=\linewidth]{rotSpring.eps}
231 chrisfen 1456 \caption{Possible orientational motions for a restrained molecule.
232     $\theta$ angles correspond to displacement from the body-frame {\it
233     z}-axis, while $\omega$ angles correspond to rotation about the
234 chrisfen 1814 body-frame {\it z}-axis. $K_\theta$ and $K_\omega$ are spring
235 chrisfen 1456 constants for the harmonic springs restraining motion in the $\theta$
236     and $\omega$ directions.}
237     \label{waterSpring}
238     \end{figure}
239 chrisfen 1454
240 chrisfen 1471 In the case of molecular liquids, the ideal vapor is chosen as the
241     target reference state. There are several examples of liquid state
242     free energy calculations of water models present in the
243     literature.\cite{Hermens88,Quintana92,Mezei92,Baez95b} These methods
244     typically differ in regard to the path taken for switching off the
245     interaction potential to convert the system to an ideal gas of water
246 gezelter 1475 molecules. In this study, we applied of one of the most convenient
247     methods and integrated over the $\lambda^4$ path, where all
248     interaction parameters are scaled equally by this transformation
249     parameter. This method has been shown to be reversible and provide
250     results in excellent agreement with other established
251     methods.\cite{Baez95b}
252 chrisfen 1471
253 chrisfen 1456 Charge, dipole, and Lennard-Jones interactions were modified by a
254 chrisfen 1812 cubic switching between 100\% and 85\% of the cutoff value (9 \AA).
255     By applying this function, these interactions are smoothly truncated,
256     thereby avoiding the poor energy conservation which results from
257     harsher truncation schemes. The effect of a long-range correction was
258     also investigated on select model systems in a variety of manners.
259     For the SSD/RF model, a reaction field with a fixed dielectric
260     constant of 80 was applied in all simulations.\cite{Onsager36} For a
261     series of the least computationally expensive models (SSD/E, SSD/RF,
262     and TIP3P), simulations were performed with longer cutoffs of 12 and
263     15 \AA\ to compare with the 9 \AA\ cutoff results. Finally, the
264     effects of utilizing an Ewald summation were estimated for TIP3P and
265     SPC/E by performing single configuration calculations with
266     Particle-Mesh Ewald (PME) in the TINKER molecular mechanics software
267     package.\cite{Tinker} The calculated energy difference in the presence
268     and absence of PME was applied to the previous results in order to
269     predict changes to the free energy landscape.
270 chrisfen 1454
271 chrisfen 1456 \section{Results and discussion}
272 chrisfen 1454
273 gezelter 1475 The free energy of proton-ordered Ice-{\it i} was calculated and
274 chrisfen 1456 compared with the free energies of proton ordered variants of the
275     experimentally observed low-density ice polymorphs, $I_h$ and $I_c$,
276     as well as the higher density ice B, observed by B\`{a}ez and Clancy
277     and thought to be the minimum free energy structure for the SPC/E
278     model at ambient conditions (Table \ref{freeEnergy}).\cite{Baez95b}
279 gezelter 1465 Ice XI, the experimentally-observed proton-ordered variant of ice
280     $I_h$, was investigated initially, but was found to be not as stable
281 chrisfen 1812 as proton disordered or antiferroelectric variants of ice $I_h$. The
282 gezelter 1465 proton ordered variant of ice $I_h$ used here is a simple
283 gezelter 1475 antiferroelectric version that we devised, and it has an 8 molecule
284 chrisfen 1473 unit cell similar to other predicted antiferroelectric $I_h$
285     crystals.\cite{Davidson84} The crystals contained 648 or 1728
286     molecules for ice B, 1024 or 1280 molecules for ice $I_h$, 1000
287 chrisfen 1812 molecules for ice $I_c$, or 1024 molecules for Ice-{\it i}. The
288     larger crystal sizes were necessary for simulations involving larger
289     cutoff values.
290 chrisfen 1454
291 chrisfen 1456 \begin{table*}
292     \begin{minipage}{\linewidth}
293     \begin{center}
294 gezelter 1489
295 chrisfen 1456 \caption{Calculated free energies for several ice polymorphs with a
296 chrisfen 1814 variety of common water models. All calculations used a cutoff radius
297     of 9 \AA\ and were performed at 200 K and $\sim$1 atm. Units are
298     kcal/mol. Calculated error of the final digits is in parentheses.}
299 gezelter 1489
300     \begin{tabular}{lcccc}
301 gezelter 1463 \hline
302 chrisfen 1466 Water Model & $I_h$ & $I_c$ & B & Ice-{\it i}\\
303 gezelter 1463 \hline
304 chrisfen 1473 TIP3P & -11.41(2) & -11.23(3) & -11.82(3) & -12.30(3)\\
305     TIP4P & -11.84(3) & -12.04(2) & -12.08(3) & -12.33(3)\\
306     TIP5P & -11.85(3) & -11.86(2) & -11.96(2) & -12.29(2)\\
307 chrisfen 1542 SPC/E & -12.87(2) & -13.05(2) & -13.26(3) & -13.55(2)\\
308 chrisfen 1473 SSD/E & -11.27(2) & -11.19(4) & -12.09(2) & -12.54(2)\\
309 chrisfen 1528 SSD/RF & -11.51(2) & -11.47(2) & -12.08(3) & -12.29(2)\\
310 chrisfen 1456 \end{tabular}
311     \label{freeEnergy}
312     \end{center}
313     \end{minipage}
314     \end{table*}
315 chrisfen 1453
316 chrisfen 1456 The free energy values computed for the studied polymorphs indicate
317     that Ice-{\it i} is the most stable state for all of the common water
318 chrisfen 1812 models studied. With the calculated free energy at these state
319     points, the Gibbs-Helmholtz equation was used to project to other
320     state points and to build phase diagrams. Figures \ref{tp3phasedia}
321     and \ref{ssdrfphasedia} are example diagrams built from the free
322     energy results. All other models have similar structure, although the
323     crossing points between the phases move to slightly different
324     temperatures and pressures. It is interesting to note that ice $I$
325     does not exist in either cubic or hexagonal form in any of the phase
326     diagrams for any of the models. For purposes of this study, ice B is
327     representative of the dense ice polymorphs. A recent study by Sanz
328     {\it et al.} goes into detail on the phase diagrams for SPC/E and
329 gezelter 1475 TIP4P at higher pressures than those studied here.\cite{Sanz04}
330 gezelter 1463
331 chrisfen 1456 \begin{figure}
332     \includegraphics[width=\linewidth]{tp3PhaseDia.eps}
333     \caption{Phase diagram for the TIP3P water model in the low pressure
334 chrisfen 1812 regime. The displayed $T_m$ and $T_b$ values are good predictions of
335 chrisfen 1456 the experimental values; however, the solid phases shown are not the
336 chrisfen 1812 experimentally observed forms. Both cubic and hexagonal ice $I$ are
337 chrisfen 1456 higher in energy and don't appear in the phase diagram.}
338     \label{tp3phasedia}
339     \end{figure}
340 gezelter 1463
341 chrisfen 1456 \begin{figure}
342     \includegraphics[width=\linewidth]{ssdrfPhaseDia.eps}
343     \caption{Phase diagram for the SSD/RF water model in the low pressure
344 chrisfen 1812 regime. Calculations producing these results were done under an
345     applied reaction field. It is interesting to note that this
346 chrisfen 1456 computationally efficient model (over 3 times more efficient than
347     TIP3P) exhibits phase behavior similar to the less computationally
348     conservative charge based models.}
349     \label{ssdrfphasedia}
350     \end{figure}
351    
352     \begin{table*}
353     \begin{minipage}{\linewidth}
354     \begin{center}
355 gezelter 1489
356 chrisfen 1456 \caption{Melting ($T_m$), boiling ($T_b$), and sublimation ($T_s$)
357 chrisfen 1466 temperatures at 1 atm for several common water models compared with
358 chrisfen 1812 experiment. The $T_m$ and $T_s$ values from simulation correspond to
359     a transition between Ice-{\it i} (or Ice-{\it i}$^\prime$) and the
360 chrisfen 1466 liquid or gas state.}
361 gezelter 1489
362     \begin{tabular}{lccccccc}
363 gezelter 1463 \hline
364 gezelter 1489 Equilibrium Point & TIP3P & TIP4P & TIP5P & SPC/E & SSD/E & SSD/RF & Exp.\\
365 gezelter 1463 \hline
366 chrisfen 1473 $T_m$ (K) & 269(4) & 266(5) & 271(4) & 296(3) & - & 278(4) & 273\\
367     $T_b$ (K) & 357(2) & 354(2) & 337(2) & 396(2) & - & 348(2) & 373\\
368     $T_s$ (K) & - & - & - & - & 355(2) & - & -\\
369 chrisfen 1456 \end{tabular}
370     \label{meltandboil}
371     \end{center}
372     \end{minipage}
373     \end{table*}
374    
375     Table \ref{meltandboil} lists the melting and boiling temperatures
376 chrisfen 1812 calculated from this work. Surprisingly, most of these models have
377     melting points that compare quite favorably with experiment. The
378 chrisfen 1456 unfortunate aspect of this result is that this phase change occurs
379     between Ice-{\it i} and the liquid state rather than ice $I_h$ and the
380 chrisfen 1812 liquid state. These results are actually not contrary to other
381     studies. Studies of ice $I_h$ using TIP4P predict a $T_m$ ranging
382     from 214 to 238 K (differences being attributed to choice of
383     interaction truncation and different ordered and disordered molecular
384 chrisfen 1466 arrangements).\cite{Vlot99,Gao00,Sanz04} If the presence of ice B and
385     Ice-{\it i} were omitted, a $T_m$ value around 210 K would be
386 chrisfen 1812 predicted from this work. However, the $T_m$ from Ice-{\it i} is
387 chrisfen 1806 calculated to be 265 K, indicating that these simulation based
388     structures ought to be included in studies probing phase transitions
389 chrisfen 1812 with this model. Also of interest in these results is that SSD/E does
390 chrisfen 1456 not exhibit a melting point at 1 atm, but it shows a sublimation point
391 chrisfen 1812 at 355 K. This is due to the significant stability of Ice-{\it i}
392     over all other polymorphs for this particular model under these
393     conditions. While troubling, this behavior resulted in spontaneous
394 gezelter 1475 crystallization of Ice-{\it i} and led us to investigate this
395 chrisfen 1812 structure. These observations provide a warning that simulations of
396 chrisfen 1456 SSD/E as a ``liquid'' near 300 K are actually metastable and run the
397 chrisfen 1812 risk of spontaneous crystallization. However, this risk lessens when
398 chrisfen 1456 applying a longer cutoff.
399    
400 chrisfen 1458 \begin{figure}
401     \includegraphics[width=\linewidth]{cutoffChange.eps}
402 chrisfen 1806 \caption{Free energy as a function of cutoff radius for SSD/E, TIP3P,
403     SPC/E, SSD/RF with a reaction field, and the TIP3P and SPC/E models
404 chrisfen 1812 with an added Ewald correction term. Calculations performed without a
405 chrisfen 1806 long-range correction show noticable free energy dependence on the
406 chrisfen 1812 cutoff radius and show some degree of converge at large cutoff radii.
407     Inclusion of a long-range correction reduces the cutoff radius
408     dependence of the free energy for all the models. Data for ice I$_c$
409 chrisfen 1814 with TIP3P using both 12 and 13.5 \AA\ cutoffs were omitted because
410     the crystal was prone to distortion and melting at 200 K. Ice-{\it
411     i}$^\prime$ is the form of Ice-{\it i} used in the SPC/E simulations.}
412 chrisfen 1458 \label{incCutoff}
413     \end{figure}
414    
415 chrisfen 1457 Increasing the cutoff radius in simulations of the more
416     computationally efficient water models was done in order to evaluate
417     the trend in free energy values when moving to systems that do not
418 chrisfen 1812 involve potential truncation. As seen in Fig. \ref{incCutoff}, the
419 chrisfen 1806 free energy of the ice polymorphs with water models lacking a
420 chrisfen 1812 long-range correction show a significant cutoff radius dependence. In
421     general, there is a narrowing of the free energy differences while
422     moving to greater cutoff radii. As the free energies for the
423     polymorphs converge, the stability advantage that Ice-{\it i} exhibits
424     is reduced. Interestingly, increasing the cutoff radius a mere 1.5
425 chrisfen 1806 \AA\ with the SSD/E model destabilizes the Ice-{\it i} polymorph
426     enough that the liquid state is preferred under standard simulation
427 chrisfen 1812 conditions (298 K and 1 atm). Thus, it is recommended that
428     simulations using this model choose interaction truncation radii
429     greater than 9 \AA. Considering the stabilization of Ice-{\it i} with
430     smaller cutoffs, it is not surprising that crystallization was
431     observed with SSD/E. The choice of a 9 \AA\ cutoff in the previous
432     simulations gives the Ice-{\it i} polymorph a greater than 1 kcal/mol
433     lower free energy than the ice $I_\textrm{h}$ starting configurations.
434     Additionally, it should be noted that ice $I_c$ is not stable with
435     cutoff radii of 12 and 13.5 \AA\ using the TIP3P water model. These
436     simulations showed bulk distortions of the simulation cell that
437     rapidly deteriorated crystal integrity.
438 chrisfen 1456
439 chrisfen 1812 Adjacent to each of these model plots is a system with an applied or
440     estimated long-range correction. SSD/RF was parametrized for use with
441     a reaction field, and the benefit provided by this computationally
442     inexpensive correction is apparent. Due to the relative independence
443     of the resultant free energies, calculations performed with a small
444     cutoff radius provide resultant properties similar to what one would
445     expect for the bulk material. In the cases of TIP3P and SPC/E, the
446     effect of an Ewald summation was estimated by applying the potential
447     energy difference do to its inclusion in systems in the presence and
448     absence of the correction. This was accomplished by calculation of
449     the potential energy of identical crystals both with and without
450     particle mesh Ewald (PME). Similar behavior to that observed with
451     reaction field is seen for both of these models. The free energies
452     show less dependence on cutoff radius and span a more narrowed range
453     for the various polymorphs. Like the dipolar water models, TIP3P
454     displays a relatively constant preference for the Ice-{\it i}
455     polymorph. Crystal preference is much more difficult to determine for
456     SPC/E. Without a long-range correction, each of the polymorphs
457     studied assumes the role of the preferred polymorph under different
458     cutoff conditions. The inclusion of the Ewald correction flattens and
459     narrows the sequences of free energies so much that they often overlap
460     within error, indicating that other conditions, such as cell volume in
461     microcanonical simulations, can influence the chosen polymorph upon
462     crystallization. All of these results support the finding that the
463     Ice-{\it i} polymorph is a stable crystal structure that should be
464     considered when studying the phase behavior of water models.
465 chrisfen 1456
466 chrisfen 1457 \begin{table*}
467     \begin{minipage}{\linewidth}
468     \begin{center}
469 gezelter 1489
470 chrisfen 1812 \caption{The free energy versus cutoff radius for the studied ice
471     polymorphs using SPC/E after the inclusion of the PME long-range
472     interaction correction. Units are kcal/mol.}
473 gezelter 1489
474     \begin{tabular}{ccccc}
475 gezelter 1463 \hline
476 chrisfen 1812 Cutoff (\AA) & $I_h$ & $I_c$ & B & Ice-{\it i} \\
477 gezelter 1463 \hline
478 chrisfen 1812 9.0 & -12.98(2) & -13.00(2) & -12.97(3) & -13.02(2) \\
479     10.5 & -13.13(3) & -13.09(4) & -13.17(3) & -13.11(2) \\
480     12.0 & -13.06(2) & -13.09(2) & -13.15(4) & -13.12(2) \\
481     13.5 & -13.02(2) & -13.02(2) & -13.08(2) & -13.07(2) \\
482     15.0 & -13.11(4) & -12.97(2) & -13.09(2) & -12.95(2) \\
483 chrisfen 1457 \end{tabular}
484     \label{pmeShift}
485     \end{center}
486     \end{minipage}
487     \end{table*}
488    
489 chrisfen 1453 \section{Conclusions}
490    
491 chrisfen 1458 The free energy for proton ordered variants of hexagonal and cubic ice
492 gezelter 1475 $I$, ice B, and our recently discovered Ice-{\it i} structure were
493     calculated under standard conditions for several common water models
494 chrisfen 1812 via thermodynamic integration. All the water models studied show
495 gezelter 1475 Ice-{\it i} to be the minimum free energy crystal structure with a 9
496 chrisfen 1812 \AA\ switching function cutoff. Calculated melting and boiling points
497 gezelter 1475 show surprisingly good agreement with the experimental values;
498 chrisfen 1812 however, the solid phase at 1 atm is Ice-{\it i}, not ice $I_h$. The
499 gezelter 1475 effect of interaction truncation was investigated through variation of
500     the cutoff radius, use of a reaction field parameterized model, and
501 chrisfen 1812 estimation of the results in the presence of the Ewald summation.
502     Interaction truncation has a significant effect on the computed free
503     energy values, and may significantly alter the free energy landscape
504     for the more complex multipoint water models. Despite these effects,
505     these results show Ice-{\it i} to be an important ice polymorph that
506     should be considered in simulation studies.
507 chrisfen 1458
508 gezelter 1475 Due to this relative stability of Ice-{\it i} in all of the
509     investigated simulation conditions, the question arises as to possible
510 gezelter 1465 experimental observation of this polymorph. The rather extensive past
511 chrisfen 1459 and current experimental investigation of water in the low pressure
512 gezelter 1465 regime makes us hesitant to ascribe any relevance of this work outside
513     of the simulation community. It is for this reason that we chose a
514     name for this polymorph which involves an imaginary quantity. That
515     said, there are certain experimental conditions that would provide the
516     most ideal situation for possible observation. These include the
517     negative pressure or stretched solid regime, small clusters in vacuum
518     deposition environments, and in clathrate structures involving small
519 gezelter 1469 non-polar molecules. Figs. \ref{fig:gofr} and \ref{fig:sofq} contain
520     our predictions for both the pair distribution function ($g_{OO}(r)$)
521 chrisfen 1479 and the structure factor ($S(\vec{q})$ for ice $I_h$, $I_c$, and for
522     ice-{\it i} at a temperature of 77K. In studies of the high and low
523     density forms of amorphous ice, ``spurious'' diffraction peaks have
524     been observed experimentally.\cite{Bizid87} It is possible that a
525     variant of Ice-{\it i} could explain some of this behavior; however,
526     we will leave it to our experimental colleagues to make the final
527     determination on whether this ice polymorph is named appropriately
528     (i.e. with an imaginary number) or if it can be promoted to Ice-0.
529 chrisfen 1459
530 chrisfen 1467 \begin{figure}
531     \includegraphics[width=\linewidth]{iceGofr.eps}
532 chrisfen 1479 \caption{Radial distribution functions of ice $I_h$, $I_c$,
533     Ice-{\it i}, and Ice-{\it i}$^\prime$ calculated from from simulations
534     of the SSD/RF water model at 77 K.}
535 chrisfen 1467 \label{fig:gofr}
536     \end{figure}
537    
538 gezelter 1469 \begin{figure}
539     \includegraphics[width=\linewidth]{sofq.eps}
540 chrisfen 1479 \caption{Predicted structure factors for ice $I_h$, $I_c$, Ice-{\it i},
541     and Ice-{\it i}$^\prime$ at 77 K. The raw structure factors have
542     been convoluted with a gaussian instrument function (0.075 \AA$^{-1}$
543     width) to compensate for the trunction effects in our finite size
544     simulations.}
545 gezelter 1469 \label{fig:sofq}
546     \end{figure}
547    
548 chrisfen 1453 \section{Acknowledgments}
549     Support for this project was provided by the National Science
550     Foundation under grant CHE-0134881. Computation time was provided by
551 chrisfen 1458 the Notre Dame High Performance Computing Cluster and the Notre Dame
552     Bunch-of-Boxes (B.o.B) computer cluster (NSF grant DMR-0079647).
553 chrisfen 1453
554     \newpage
555    
556     \bibliographystyle{jcp}
557     \bibliography{iceiPaper}
558    
559    
560     \end{document}