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\textcolor{SaddleBrown}{~~Matthew Meineke~~}}% |
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% ---------------------- |
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% | Title | |
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% ---------------------- |
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\title{A Mezzoscale Model for Phospholipid MD Simulations} |
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\author{Matthew A. Meineke\\ |
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Department of Chemistry and Biochemistry\\ |
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University of Notre Dame\\ |
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Notre Dame, Indiana 46556} |
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\date{\today} |
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%------------------------------------------------------------------- |
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% Begin Document |
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\begin{document} |
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%\maketitle |
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\nobibliography{canidacy_slides} |
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% Slide 0 Title slide |
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\begin{slide} |
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\begin{center} |
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\bfseries |
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\fontsize{24pt}{30pt}\selectfont \color{Black} |
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A Mezzoscale Model for Phospholipid MD Simulations \par |
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\fontsize{16pt}{20pt}\selectfont \color{Green3} |
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Matthew A. Meineke\par |
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\fontsize{12pt}{15pt}\selectfont \color{Purple2} |
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Department of Chemistry and Biochemisty \par |
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University of Notre Dame \par |
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Notre Dame, IN 46556 \par |
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\fontsize{12pt}{15pt}\selectfont \color{Red} \date{today} \par |
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\end{center} |
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\end{slide} |
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|
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|
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% Slide 1 |
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\begin{slide} {\LARGE Talk Outline} |
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\begin{itemize} |
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|
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\item Discussion of the research motivation and goals |
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|
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\item Methodology |
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\item Discussion of current research and preliminary results |
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|
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\item Future research |
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|
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\end{itemize} |
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\end{slide} |
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|
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|
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% Slide 2 |
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|
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\begin{slide} |
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|
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\centerline{\LARGE Motivation A: Long Length Scales} |
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|
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\begin{wrapfigure}{r}{60mm} |
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|
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\epsfxsize=45mm |
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\epsfbox{ripple.epsi} |
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\end{wrapfigure} |
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%\epsfbox{ripple.epsi} |
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%\begin{floatingfigure}{0.45\linewidth} |
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% \incffig{ripple.epsi} |
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%\end{floatingfigure} |
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|
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\mbox{} |
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Ripple phase: |
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\begin{itemize} |
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|
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\item |
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The ripple (~$P_{\beta'}$~) phase lies in the transition from the gel |
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to fluid phase. |
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|
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\item |
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Periodicity of 100 - 200 $\mbox{\AA}$\footcite{Cevc87} |
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|
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\item |
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Current simulations have box sizes ranging from 50 - 100 $\mbox{\AA}$ |
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on a side.\footcite{Venable93}\footcite{Heller93} |
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|
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\end{itemize} |
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\vspace{10mm} |
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\end{slide} |
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|
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|
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\begin{slide}{\LARGE Motivation B: Long Time Scales} |
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|
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\begin{itemize} |
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|
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\item |
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Drug Diffussion |
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\begin{itemize} |
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\item |
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Some drug molecules may spend appreciable amountsd of time in the |
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membrane |
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|
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\item |
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Long time scale dynamics are need to observe and charecterize their |
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actions |
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\end{itemize} |
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|
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\item |
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Bilayer Formation Dynamics |
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\begin{itemize} |
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\item |
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Current bilayer simulations indicate that lipids can take nearly |
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20 ns to form completely.\footcite{Marrink01} |
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\end{itemize} |
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\end{itemize} |
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\end{slide} |
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|
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|
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% Slide 4 |
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|
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\begin{slide}{\LARGE Length Scale Simplification I} |
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|
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|
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Replace any charged interactions of the system with dipoles. |
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|
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\begin{itemize} |
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\item Allows for computational scaling approximately by $N$ for |
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dipole-dipole interactions. |
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\begin{itemize} |
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\item Relatively short range, $\frac{1}{r^3}$, interactions allow |
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the application of computational simplification algorithms, |
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ie. neighbor lists. |
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\end{itemize} |
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|
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\item In contrast, the Ewald sum, needed for calculating charge - charge |
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interactions, scales approximately by $N \log N$. |
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\end{itemize} |
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\end{slide} |
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|
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\begin{slide}{\LARGE Length Scale Simplification II} |
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|
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Use unified models for the water and the lipid chain. |
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|
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\begin{itemize} |
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\item |
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Drastically reduces the number of atoms to simulate. |
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|
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\item |
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Number of water - water interactions alone reduced by $\frac{1}{9}$. |
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|
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\end{itemize} |
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|
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ADD FIGURE HERE |
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|
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|
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\end{slide} |
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|
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|
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% Slide 5 |
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|
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\begin{slide}{Time Scale Simplification} |
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\begin{itemize} |
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|
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\item |
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No explicit hydrogens |
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|
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\begin{itemize} |
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\item Hydrogen bond vibration is normally one of the fastest time |
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events in a simulation. |
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\end{itemize} |
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|
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\item |
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Constrain all bonds to be of fixed length. |
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|
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\begin{itemize} |
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\item As with the hydrogens, bond vibrations are the fastest motion in |
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a simulation |
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\end{itemize} |
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|
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\item |
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Allows time steps of up to 3 fs with the current integrator. |
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|
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\end{itemize} |
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\end{slide} |
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|
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|
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% Slide 6 |
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\begin{slide}{Molecular Dynamics} |
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|
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All of our simulations will be carried out using molecular |
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dynamics. This involves solving Newton's equations of motion using |
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the classical \emph{Hamiltonian} as follows: |
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|
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\begin{equation} |
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H(\vec{q},\vec{p}) = T(\vec{p}) + V(\vec{q}) |
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\end{equation} |
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|
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Here $T(\vec{p})$ is the kinetic energy of the system which is a |
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function of momentum. In Cartesian space, $T(\vec{p})$ can be |
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written as: |
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|
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\begin{equation} |
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T(\vec{p}) = \sum_{i=1}^{N} \sum_{\alpha = x,y,z} \frac{p^{2}_{i\alpha}}{2m_{i}} |
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\end{equation} |
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|
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\end{slide} |
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|
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|
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% Slide 7 |
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\begin{slide}{The Potential} |
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|
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The main part of the simulation is then the calculation of forces from |
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the potential energy. |
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|
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\begin{equation} |
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\vec{F}(\vec{q}) = - \nabla V(\vec{q}) |
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\end{equation} |
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|
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The potential itself is made of several parts. |
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|
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\begin{equation} |
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V_{tot} = |
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\overbrace{V_{l} + V_{\theta} + V_{\omega}}^{\mbox{bonded}} + |
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\overbrace{V_{l\!j} + V_{d\!p} + V_{s\!s\!d}}^{\mbox{non-bonded}} |
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\end{equation} |
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|
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Where the bond interactions $V_{l}$, $V_{\theta}$, and $V_{\omega}$ are |
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the bond, bend, and torsion potentials, and the non-bonded |
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interactions $V_{l\!j}$, $V_{d\!p}$, and $V_{s\!p}$ are the |
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lenard-jones, dipole-dipole, and sticky potential interactions. |
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|
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\end{slide} |
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|
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|
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% Slide 8 |
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|
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\begin{slide}{Soft Sticky Dipole Model} |
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|
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The Soft-Sticky model for water is a reduced model. |
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|
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\begin{itemize} |
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|
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\item |
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The model is represented by a single point mass at the water's center |
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of mass. |
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|
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\item |
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The point mass contains a fixed dipole of 2.35 D pointing from the |
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oxygens toward the hydrogens. |
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|
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\end{itemize} |
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|
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It's potential is as follows: |
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|
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\begin{equation} |
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V_{s\!s\!d} = V_{l\!j}(r_{i\!j}) + V_{d\!p}(r_{i\!j},\Omega_{i},\Omega_{j}) |
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+ V_{s\!p}(r_{i\!j},\Omega_{i},\Omega_{j}) |
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\end{equation} |
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\end{slide} |
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|
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% Slide 8b |
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|
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\begin{slide}{SSD Diagram} |
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|
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\begin{center} |
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\begin{figure} |
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\epsfxsize=50mm |
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\epsfbox{ssd.epsi} |
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\end{figure} |
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\end{center} |
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|
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A Diagram of the SSD model. |
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\end{slide} |
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|
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% Slide 9 |
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\begin{slide}{Hydrogen Bonding in SSD} |
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|
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It is important to note that SSD has a potential specifically to |
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recreate the hydrogen bonding network of water. |
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|
468 |
|
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ICE SSD |
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|
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ICE point Dipole |
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|
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|
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The importance of the hydrogen bond network is it's significant |
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contribution to the hydrophobic driving force of bilayer formation. |
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\end{slide} |
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|
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|
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% Slide 10 |
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|
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\begin{slide}{The Lipid Model} |
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|
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To eliminate the need for charge-charge interactions, our lipid model |
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replaces the phospholipid head group with a single large head group |
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atom containing a freely oriented dipole. The tail is a simple alkane chain. |
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|
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Lipid Properties: |
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\begin{itemize} |
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\item $|\vec{\mu}_{\text{HEAD}}| = 20.6\ \text{D}$ |
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\item $m_{\text{HEAD}} = 196\ \text{amu}$ |
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\item Tail atoms are unified CH, $\text{CH}_2$, and $\text{CH}_3$ atoms |
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\begin{itemize} |
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\item Alkane forcefield parameters taken from TraPPE |
494 |
\end{itemize} |
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\end{itemize} |
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|
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\end{slide} |
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|
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|
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% Slide 11 |
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|
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\begin{slide}{Lipid Model} |
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|
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|
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|
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\end{slide} |
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|
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|
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% Slide 12 |
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|
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\begin{slide}{Initial Runs: 25 Lipids in water} |
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|
513 |
\textbf{Simulation Parameters:} |
514 |
|
515 |
\begin{itemize} |
516 |
|
517 |
\item Starting Configuration: |
518 |
\begin{itemize} |
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\item 25 lipid molecules arranged in a 5 x 5 square |
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\item square was surrounded by a sea of 1386 waters |
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\begin{itemize} |
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\item final water to lipid ratio was 55.4:1 |
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\end{itemize} |
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\end{itemize} |
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|
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\item Lipid had only a single saturated chain of 16 carbons |
527 |
|
528 |
\item Box Size: 34.5 $\mbox{\AA}$ x 39.4 $\mbox{\AA}$ x 39.4 $\mbox{\AA}$ |
529 |
|
530 |
\item dt = 2.0 - 3.0 fs |
531 |
|
532 |
\item T = 300 K |
533 |
|
534 |
\item NVE ensemble |
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|
536 |
\item Periodic boundary conditions |
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\end{itemize} |
538 |
|
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\end{slide} |
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|
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|
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% Slide 13 |
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|
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\begin{slide}{5x5: Initial} |
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|
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\begin{center} |
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\begin{figure} |
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\epsfxsize=50mm |
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\epsfbox{5x5-initial.eps} |
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\end{figure} |
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\end{center} |
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|
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The initial configuration |
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|
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\end{slide} |
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|
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\begin{slide}{5x5: Final} |
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|
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\begin{center} |
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\begin{figure} |
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\epsfxsize=60mm |
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\epsfbox{5x5-1.7ns.eps} |
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\end{figure} |
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\end{center} |
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|
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The final configuration at 1.7 ns. |
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|
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\end{slide} |
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|
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|
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% Slide 14 |
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|
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\begin{slide}{5x5: $g(r)$} |
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|
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\begin{center} |
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\begin{figure} |
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\epsfxsize=60mm |
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\epsfbox{all5x5-HEAD-HEAD-gr.eps} |
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\end{figure} |
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\end{center} |
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\end{slide} |
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|
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\begin{slide}{5x5: $g(r)$} |
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\begin{center} |
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\begin{figure} |
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\epsfxsize=60mm |
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\epsfbox{all5x5-HEAD-X-gr.eps} |
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\end{figure} |
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\end{center} |
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\end{slide} |
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|
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% Slide 15 |
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|
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\begin{slide}{5x5: $\cos$ correlations} |
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\begin{center} |
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\begin{figure} |
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\epsfxsize=60mm |
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\epsfbox{all5x5-HEAD-HEAD-cr.eps} |
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\end{figure} |
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\end{center} |
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\end{slide} |
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\begin{slide}{5x5: $\cos$ correlations} |
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\begin{center} |
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\begin{figure} |
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\epsfxsize=60mm |
616 |
\epsfbox{all5x5-HEAD-X-cr.eps} |
617 |
\end{figure} |
618 |
\end{center} |
619 |
|
620 |
\end{slide} |
621 |
|
622 |
|
623 |
% Slide 16 |
624 |
|
625 |
\begin{slide}{Initial Runs: 50 Lipids randomly arranged in water} |
626 |
|
627 |
\textbf{Simulation Parameters:} |
628 |
|
629 |
\begin{itemize} |
630 |
|
631 |
\item Starting Configuration: |
632 |
\begin{itemize} |
633 |
\item 50 lipid molecules arranged randomly in a rectangular box |
634 |
\item The box was then filled with 1384 waters |
635 |
\begin{itemize} |
636 |
\item final water to lipid ratio was 27:1 |
637 |
\end{itemize} |
638 |
\end{itemize} |
639 |
|
640 |
\item Lipid had only a single saturated chain of 16 carbons |
641 |
|
642 |
\item Box Size: 26.6 $\mbox{\AA}$ x 26.6 $\mbox{\AA}$ x 108.4 $\mbox{\AA}$ |
643 |
|
644 |
\item dt = 2.0 - 3.0 fs |
645 |
|
646 |
\item T = 300 K |
647 |
|
648 |
\item NVE ensemble |
649 |
|
650 |
\item Periodic boundary conditions |
651 |
|
652 |
\end{itemize} |
653 |
|
654 |
\end{slide} |
655 |
|
656 |
|
657 |
% Slide 17 |
658 |
|
659 |
\begin{slide}{R-50: Initial} |
660 |
|
661 |
\begin{center} |
662 |
\begin{figure} |
663 |
\epsfxsize=100mm |
664 |
\epsfbox{r50-initial.eps} |
665 |
\end{figure} |
666 |
\end{center} |
667 |
|
668 |
The initial configuration |
669 |
|
670 |
\end{slide} |
671 |
|
672 |
\begin{slide}{R-50: Final} |
673 |
|
674 |
\begin{center} |
675 |
\begin{figure} |
676 |
\epsfxsize=100mm |
677 |
\epsfbox{r50-521ps.eps} |
678 |
\end{figure} |
679 |
\end{center} |
680 |
|
681 |
The fianl configuration at 521 ps |
682 |
|
683 |
\end{slide} |
684 |
|
685 |
|
686 |
% Slide 18 |
687 |
|
688 |
\begin{slide}{R-50: $g(r)$} |
689 |
|
690 |
|
691 |
\begin{center} |
692 |
\begin{figure} |
693 |
\epsfxsize=60mm |
694 |
\epsfbox{r50-HEAD-HEAD-gr.eps} |
695 |
\end{figure} |
696 |
\end{center} |
697 |
|
698 |
\end{slide} |
699 |
|
700 |
|
701 |
\begin{slide}{R-50: $g(r)$} |
702 |
|
703 |
|
704 |
\begin{center} |
705 |
\begin{figure} |
706 |
\epsfxsize=60mm |
707 |
\epsfbox{r50-HEAD-X-gr.eps} |
708 |
\end{figure} |
709 |
\end{center} |
710 |
|
711 |
\end{slide} |
712 |
|
713 |
|
714 |
% Slide 19 |
715 |
|
716 |
\begin{slide}{R-50: $\cos$ correlations} |
717 |
|
718 |
|
719 |
\begin{center} |
720 |
\begin{figure} |
721 |
\epsfxsize=60mm |
722 |
\epsfbox{r50-HEAD-HEAD-cr.eps} |
723 |
\end{figure} |
724 |
\end{center} |
725 |
|
726 |
\end{slide} |
727 |
|
728 |
\begin{slide}{R-50: $\cos$ correlations} |
729 |
|
730 |
|
731 |
\begin{center} |
732 |
\begin{figure} |
733 |
\epsfxsize=60mm |
734 |
\epsfbox{r50-HEAD-X-cr.eps} |
735 |
\end{figure} |
736 |
\end{center} |
737 |
|
738 |
\end{slide} |
739 |
|
740 |
|
741 |
% Slide 20 |
742 |
|
743 |
\begin{slide}{Future Directions} |
744 |
|
745 |
\begin{itemize} |
746 |
|
747 |
\item |
748 |
Simulation of a lipid with 2 chains, or perhaps expand the current |
749 |
unified chain atoms to take up greater steric bulk. |
750 |
|
751 |
\item |
752 |
Incorporate constant pressure and constant temperature into the ensemble. |
753 |
|
754 |
\item |
755 |
Parrellize the code. |
756 |
|
757 |
\end{itemize} |
758 |
\end{slide} |
759 |
|
760 |
|
761 |
% Slide 21 |
762 |
|
763 |
\begin{slide}{Acknowledgements} |
764 |
|
765 |
\begin{itemize} |
766 |
|
767 |
\item Dr. J. Daniel Gezelter |
768 |
\item Christopher Fennel |
769 |
\item Charles Vardeman |
770 |
\item Teng Lin |
771 |
\item Megan Sprauge |
772 |
\item Patrick Conforti |
773 |
\item Dan Combest |
774 |
|
775 |
\end{itemize} |
776 |
|
777 |
Funding by: |
778 |
\begin{itemize} |
779 |
\item Dreyfus New Faculty Award |
780 |
\end{itemize} |
781 |
|
782 |
\end{slide} |
783 |
|
784 |
|
785 |
|
786 |
|
787 |
|
788 |
|
789 |
|
790 |
|
791 |
%%%%%%%%%%%%%%%%%%%%%%%%%% END %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% |
792 |
|
793 |
\end{document} |