| 1 |
mmeineke |
1020 |
|
| 2 |
|
|
\chapter{\label{chapt:conclusion}CONCLUSION} |
| 3 |
|
|
|
| 4 |
mmeineke |
1089 |
This dissertation has presented the work and research accomplished |
| 5 |
|
|
over the course of the past five years. Chapt.~\ref{chapt:RSA} |
| 6 |
|
|
illustrated the application of statistical mechanical principles to |
| 7 |
|
|
the solution of an experimental problem. Given a relatively simple |
| 8 |
|
|
model, could the differences in experimental coverage be accounted |
| 9 |
|
|
for? By utilizing Monte Carlo modeling methods, I wrote several |
| 10 |
|
|
simulations that provided a clear explanation for the majority of the |
| 11 |
|
|
experimental evidence. Namely, that overlapping, or interdigitating |
| 12 |
|
|
molecules were responsible for the high surface coverage of the |
| 13 |
|
|
``umbrella'' silicon phthalocyanines, while the ``octopus'' molecules, |
| 14 |
|
|
which do not overlap, have a much lower coverage. |
| 15 |
mmeineke |
1087 |
|
| 16 |
mmeineke |
1089 |
Chapt.~\ref{chapt:oopse} presented the work necessary to the solution |
| 17 |
|
|
of more complex research problems. It became clear, after the work on |
| 18 |
|
|
the RSA simulations, that even simple simulations can take a great |
| 19 |
|
|
deal of programming. If I were to simulate the bilayer systems using a |
| 20 |
|
|
coarse-grained model, a sophisticated molecular modeling program was |
| 21 |
|
|
required. After examining the options available at the time, writing |
| 22 |
|
|
an advanced simulation program was the only realistic solution. |
| 23 |
mmeineke |
1087 |
|
| 24 |
mmeineke |
1089 |
Working with my lab-mates, I have developed our simulation program |
| 25 |
|
|
({\sc oopse}) to the point where it is capable carrying out many |
| 26 |
|
|
unique simulations. It properly integrates rigid body dynamics. It has |
| 27 |
|
|
the capability to model dipoles rather than point charges only; and is |
| 28 |
|
|
therefore able to integrate larger systems for longer times than any |
| 29 |
|
|
other current modeling package. It can use the MPI interface to |
| 30 |
|
|
calculate the long range forces across multiple processors. And |
| 31 |
|
|
lastly, it is open source, so that other scientists may use the code |
| 32 |
|
|
and contribute back to the project and enhance the program. |
| 33 |
mmeineke |
1087 |
|
| 34 |
mmeineke |
1089 |
Lastly Chapt.~\ref{chapt:lipid} presented the research that became the |
| 35 |
|
|
main design goal of {\sc oopse}. The lipid model was under continual |
| 36 |
|
|
development while {\sc oopse} was being written. In fact many of the |
| 37 |
|
|
integration ensembles in {\sc oopse} were specifically written to |
| 38 |
|
|
continue development of the lipid model. The set of simulations |
| 39 |
|
|
presented in the chapter have shown that the model is capable of |
| 40 |
|
|
spontaneously forming bilayers. It also explored the properties of the |
| 41 |
|
|
bilayers over a range of temperatures. Further extensions to the model |
| 42 |
|
|
will likely include exploration of how head group dipole strength and |
| 43 |
|
|
varying chain configurations (one chain versus two chains, etc.) |
| 44 |
|
|
affect the structure and dynamics of the lipid bilayer. However, at |
| 45 |
|
|
this point there are many questions that can now be explored with this |
| 46 |
|
|
model such as how do small molecules include themselves, and diffuse |
| 47 |
|
|
through the bilayer? Or what are the characteristic events that lead |
| 48 |
|
|
to the formation of special lipid phases (i.e.~the ripple phase)? It |
| 49 |
|
|
is my hope that my contributions to this research will make it |
| 50 |
|
|
possible to answer these important questions and many others. |