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# Line 84 | Line 84 | on the peak position within the spectrum.  The Stark s
84   triple bond between the nitrogen and the carbon atom is very sensitive
85   to local field changes and has been observed to have a direct impact
86   on the peak position within the spectrum.  The Stark shift in the
87 < spectrum can be quantified and mapped into a field value that is
88 < impinging upon the nitrile bond. This has been used extensively in
89 < biological systems like proteins and
90 < enzymes.\cite{Tucker:2004qq,Webb:2008kn}
87 > spectrum can be quantified and mapped onto a field that is impinging
88 > upon the nitrile bond. This has been used extensively in biological
89 > systems like proteins and enzymes.\cite{Tucker:2004qq,Webb:2008kn}
90  
91   The response of nitrile groups to electric fields has now been
92   investigated for a number of small molecules,\cite{Andrews:2000qv} as
# Line 223 | Line 222 | parameters correspond to a vibrational frequency of $2
222   where $r_e= 1.157437$ \AA , $D_e = 212.95 \mathrm{~kcal~} /
223   \mathrm{mol}^{-1}$ and $\beta = 2.67566 $\AA~$^{-1}$.  These
224   parameters correspond to a vibrational frequency of $2358
225 < \mathrm{~cm}^{-1}$, a bit higher than the experimental frequency. The
226 < flexible nitrile moiety required simulation time steps of 1~fs, so the
227 < additional flexibility was introducuced only after the rigid systems
228 < had come to equilibrium under the applied fields.  Whenever time
229 < correlation functions were computed from the flexible simulations,
230 < statistically-independent configurations were sampled from the last ns
231 < of the induced-field runs.  These configurations were then
232 < equilibrated with the flexible nitrile moiety for 100 ps, and time
233 < correlation functions were computed using data sampled from an
225 > \mathrm{~cm}^{-1}$, somewhat higher than the experimental
226 > frequency. The flexible nitrile moiety required simulation time steps
227 > of 1~fs, so the additional flexibility was introducuced only after the
228 > rigid systems had come to equilibrium under the applied fields.
229 > Whenever time correlation functions were computed from the flexible
230 > simulations, statistically-independent configurations were sampled
231 > from the last ns of the induced-field runs.  These configurations were
232 > then equilibrated with the flexible nitrile moiety for 100 ps, and
233 > time correlation functions were computed using data sampled from an
234   additional 200 ps of run time carried out in the microcanonical
235   ensemble.
236  
# Line 261 | Line 260 | of the nitrile group dipole with the electric field).
260   order parameters near 0.2. Over the course 10 ns, the full field
261   causes an alignment of the molecules (due primarily to the interaction
262   of the nitrile group dipole with the electric field).  Once this
263 < system started exhibiting nematic ordering, the orientational order
264 < parameter became stable for the remaining 50 ns of simulation time.
263 > system began exhibiting nematic ordering, the orientational order
264 > parameter became stable for the remaining 150 ns of simulation time.
265   It is possible that the partial-field simulation is meta-stable and
266   given enough time, it would eventually find a nematic-ordered phase,
267   but the partial-field simulation was stable as an isotropic phase for
# Line 323 | Line 322 | calculations.  The surrounding solvent molecules were
322   nearest to the nitrile group were included in the quantum mechanical
323   calculations.  The surrounding solvent molecules were divided into
324   ``body'' (the two phenyl rings and the nitrile bond) and ``tail'' (the
325 < alkyl chain).  Any molecule which had a body atom within 6~\AA of the
325 > alkyl chain).  Any molecule which had a body atom within 6~\AA\ of the
326   midpoint of the target nitrile bond had its own molecular body (the
327 < 4-cyano-biphenyl moiety) included in the configuration.  For the alkyl
328 < tail, the entire tail was included if any tail atom was within 4~\AA
329 < of the target nitrile bond.  If tail atoms (but no body atoms) were
327 > 4-cyano-biphenyl moiety) included in the configuration.  Likewise, the
328 > entire alkyl tail was included if any tail atom was within 4~\AA\ of
329 > the target nitrile bond.  If tail atoms (but no body atoms) were
330   included within these distances, only the tail was included as a
331   capped propane molecule.
332  
# Line 340 | Line 339 | capped propane molecule.
339      were within 4 \AA.  Included portions of these molecules are shown
340      in green.  The CN bond on the target molecule was stretched and
341      compressed, and the resulting single point energies were fit to
342 <    Morse oscillators to obtain frequency distributions.}
342 >    Morse oscillators to obtain a distribution of frequencies.}
343    \label{fig:cluster}
344   \end{figure}
345  
# Line 356 | Line 355 | The energies for the stretched / compressed nitrile bo
355   molecular dynamics simulations.
356  
357   The energies for the stretched / compressed nitrile bond in each of
358 < the clusters were used to fit Morse oscillators, and the frequencies
358 > the clusters were used to fit Morse potentials, and the frequencies
359   were obtained from the $0 \rightarrow 1$ transition for the energy
360   levels for this potential.\cite{Morse:1929xy} To obtain a spectrum,
361   each of the frequencies was convoluted with a Lorentzian lineshape
# Line 366 | Line 365 | to the classical are shown in figure \ref{fig:spectrum
365   to the classical are shown in figure \ref{fig:spectrum}.
366  
367   \subsection{CN frequencies from potential-frequency maps}
368 +
369   One approach which has been used to successfully analyze the spectrum
370   of nitrile and thiocyanate probes in aqueous environments was
371   developed by Choi {\it et al.}~\cite{Choi:2008cr,Oh:2008fk} This
# Line 377 | Line 377 | To use the potential-frequency maps, the local electro
377    al.} for OH stretches in liquid water.\cite{XXXX}
378  
379   To use the potential-frequency maps, the local electrostatic
380 < potential, $\phi$, is computed at 20 sites ($a = 1 \rightarrow 20$)
380 > potential, $\phi_a$, is computed at 20 sites ($a = 1 \rightarrow 20$)
381   that surround the nitrile bond,
382   \begin{equation}
383   \phi_{a} = \frac{1}{4\pi \epsilon_{0}} \sum_{j}
# Line 392 | Line 392 | frequency,
392   \delta\tilde{\nu} =\sum^{20}_{a=1} l_{a}\phi_{a}.
393   \end{equation}
394  
395 < The simulations of 5CB were carried in the presence of
395 > The simulations of 5CB were carried out in the presence of
396   externally-applied uniform electric fields. Although uniform fields
397   exert forces on charge sites, they only contribute to the potential if
398   one defines a reference point that can serve as an origin. One simple
399 < modification to the potential at each of the $a$ sites is to use the
399 > modification to the potential at each of the probe sites is to use the
400   centroid of the \ce{CN} bond as the origin for that site,
401   \begin{equation}
402   \phi_a^\prime = \phi_a + \frac{1}{4\pi\epsilon_{0}} \vec{E} \cdot
# Line 410 | Line 410 | from other molecules.
410   the uniform field in addition to the local potential contributions
411   from other molecules.
412  
413 < The sites $\{\vec{r}_a\}$ and weights $\left\{l_a \right\}$ developed by
414 < Choi {\it et al.}~\cite{Choi:2008cr,Oh:2008fk} are quite symmetric
415 < around the \ce{CN} centroid, and even at large uniform field values we
416 < observed nearly-complete cancellation of the potenial contributions
417 < from the uniform field.  In order to utilize the potential-frequency
418 < maps for this problem, one would therefore need extensive
419 < reparameterization of the maps to include explicit contributions from
420 < the external field.  This reparameterization is outside the scope of
421 < the current work, but would make a useful addition to the
422 < potential-frequency map approach.
413 > The sites $\{\vec{r}_a\}$ and weights $\left\{l_a \right\}$
414 > developed by Choi {\it et al.}~\cite{Choi:2008cr,Oh:2008fk} are quite
415 > symmetric around the \ce{CN} centroid, and even at large uniform field
416 > values we observed nearly-complete cancellation of the potenial
417 > contributions from the uniform field.  In order to utilize the
418 > potential-frequency maps for this problem, one would therefore need
419 > extensive reparameterization of the maps to include explicit
420 > contributions from the external field.  This reparameterization is
421 > outside the scope of the current work, but would make a useful
422 > addition to the potential-frequency map approach.
423  
424   \subsection{CN frequencies from bond length autocorrelation functions}
425  
426 < The distributions of nitrile vibrational frequencies can also be found
426 > The distribution of nitrile vibrational frequencies can also be found
427   using classical time correlation functions.  This was done by
428   replacing the rigid \ce{CN} bond with a flexible Morse oscillator
429   described in Eq. \ref{eq:morse}.  Since the systems were perturbed by
# Line 440 | Line 440 | rigid \ce{CN} bonds followed by 120 ps equilibration a
440   bond distance at time $t$.  Ten statistically-independent correlation
441   functions were obtained by allowing the systems to run 10 ns with
442   rigid \ce{CN} bonds followed by 120 ps equilibration and data
443 < collection using the flexible \ce{CN} bonds.
443 > collection using the flexible \ce{CN} bonds, and repeating this
444 > process.  The total sampling time, from sample preparation to final
445 > configurations, exceeded 150 ns for each of the field strengths
446 > investigated.
447  
448   The correlation functions were filtered using exponential apodization
449 < functions,\cite{FILLER:1964yg} $f(t) = e^{-c |t|}$, with a time constant, $c =$ 6
450 < ps, and Fourier transformed to yield a spectrum,
449 > functions,\cite{FILLER:1964yg} $f(t) = e^{-c |t|}$, with a time
450 > constant, $c =$ 6 ps, and were Fourier transformed to yield a
451 > spectrum,
452   \begin{equation}
453   I(\omega) = \int_{-\infty}^{\infty} C(t) f(t) e^{-i \omega t} dt.
454   \end{equation}  
455   The sample-averaged classical nitrile spectrum can be seen in Figure
456   \ref{fig:spectra}.  Note that the Morse oscillator parameters listed
457 < above yield a natural frequency of 2358 $\mathrm{cm}^{-1}$,
458 < significantly higher than the experimental peak near 2226
459 < $\mathrm{cm}^{-1}$.  This shift does not effect the ability to
460 < qualitatively compare peaks from the classical and quantum mechanical
461 < approaches, so the classical spectra are shown as a shift relative to
462 < the natural oscillation of the Morse bond.
457 > above yield a natural frequency of 2358 $\mathrm{cm}^{-1}$, somewhat
458 > higher than the experimental peak near 2226 $\mathrm{cm}^{-1}$.  This
459 > shift does not effect the ability to qualitatively compare peaks from
460 > the classical and quantum mechanical approaches, so the classical
461 > spectra are shown as a shift relative to the natural oscillation of
462 > the Morse bond.
463  
464   \begin{figure}
465    \includegraphics[width=3.25in]{Convolved}
466    \includegraphics[width=3.25in]{2Spectra}
467 <  \caption{Lorentzian convolved Gaussian frequencies of the zero field
468 <    system (black) and the full field system (red), and the
469 <    classically calculated nitrile bond spectrum for no external field
470 <    application (black) and full external field application (red)}
467 >  \caption{Quantum mechanical nitrile spectrum for the no-field simulation
468 >    (black) and the full field simulation (red).  The lower panel
469 >    shows the corresponding classical bond-length autocorrelation
470 >    spectrum for the flexible nitrile measured relative to the natural
471 >    frequency for the flexible bond.}
472    \label{fig:spectra}
473   \end{figure}
474  
# Line 474 | Line 479 | other nearby molecules.  This coupling is not handled
479  
480   \section{Discussion}
481  
477 Due to this, Gaussian calculations were performed in lieu of this
478 method. A set of snapshots for the zero and full field simualtions,
479 they were first investigated for any dependence on the local, with
480 external field included, electric field. This was to see if a linear
481 or non-linear relationship between the two could be utilized for
482 generating spectra. This was done in part because of previous studies
483 showing the frequency dependence of nitrile bonds to the electric
484 fields generated locally between solvating water. It was seen that
485 little to no dependence could be directly shown. This data is not
486 shown.
482  
483 + Observation of Field-induced nematic ordering
484 + Ordering corresponds to shift of a portion of the nitrile spectrum to
485 + the red.
486 + At the same time, the system exhibits an increase in aligned and anti-a
487 +
488 +
489 +
490   Since no explicit dependence was observed between the calculated
491   frequency and the electric field, it was not a viable route for the
492   calculation of a nitrile spectrum. Instead, the frequencies were taken
# Line 498 | Line 500 | frequencies reach as high as 2280 cm\textsuperscript{-
500   energy in the spectrum. Unlike the the zero field, where some
501   frequencies reach as high as 2280 cm\textsuperscript{-1}.
502  
501
503   Interestingly, the field that is needed to switch the phase of 5CB
504   macroscopically is larger than 1 V. However, in this case, only a
505   voltage of 1.2 V was need to induce a phase change. This is impart due
# Line 534 | Line 535 | homogeneous distrobution of the local field near the n
535   and subsiquent phase change does cause a narrowing of freuency
536   distrobution. With narrowing, it would indicate an increased
537   homogeneous distrobution of the local field near the nitrile.
538 +
539 +
540 + The angle-dependent pair distribution function,
541 + \begin{equation}
542 + g(r, \cos \omega) = \frac{1}{\rho N} \left< \sum_{i}
543 + \sum_{j} \delta \left(r - r_{ij}\right) \delta\left(\cos \omega_{ij} - \cos \omega\right) \right>
544 + \end{equation}
545 + provides information about the spatial and angular correlations in the
546 + system. The angle $\omega$ is defined by vectors along the CN axis of
547 + each nitrile bond (see figure \ref{fig:definition}).
548 +
549 + \begin{figure}
550 +  \includegraphics[width=\linewidth]{definition}
551 +  \caption{Definitions of the angles between two nitrile bonds.  All
552 +    pairs of CN bonds in the simulation have three angles ($\theta_i$,
553 +    $\theta_j$ and $\omega$).  $\cos\omega$ values range from -1
554 +    (anti-aligned) to +1 for aligned nitrile bonds.}
555 +  \label{fig:definition}
556 + \end{figure}
557 +
558 + In figure \ref{fig:gofromega} the effects of the field-induced phase
559 + transition are clear.  The nematic ordering transfers population from
560 + the perpendicular or unaligned region in the center of the plot to the
561 + nitrile-alinged peak near $\cos\omega = 1$. Most other features are
562 + undisturbed.  This increased population of aligned nitrile bonds in
563 + the close solvation shells is also the population that contributes
564 + most heavily to the low-frequency peaks in the vibrational spectrum.
565 +
566 + \begin{figure}
567 +  \includegraphics[width=\linewidth]{Figure4}
568 +  \caption{Contours of the angle-dependent pair distribution functions
569 +    for nitrile bonds on 5CB in the zero-field (upper panel) and full
570 +    field (lower panel) simulations. Dark areas signify regions of
571 +    enhanced density, while light areas signify depletion relative to
572 +    the bulk density.}
573 +  \label{fig:gofromega}
574 + \end{figure}
575 +
576 +
577   \section{Conclusions}
578   Field dependent changes
579  

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