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Selected Projects 20<strong>16</strong>-<strong>18</strong><br />

Computing Center (MGHPCC), a statewide computing<br />

cluster with high computing capabilities.<br />

The basic theorized mechanism of na<strong>no</strong>tube<br />

self-assembly is that mo<strong>no</strong>mers form small aggregates,<br />

which then form rings, which stack to form<br />

tubes. So far, I have used a bottom-up approach to<br />

model these initial steps of na<strong>no</strong>tube self-assembly<br />

to provide a fundamental molecular understanding<br />

of the process. Progress so far can be broken down<br />

into three basic stages: a study of each of the four<br />

dipeptides, a study of their dimers, and a study of<br />

their hexamers (Figure 1).<br />

In the first stage of the study, conformer analyses of<br />

the four dipeptides were performed using the MMFF<br />

implemented in Spartan14 software to determine all<br />

energetically and geometrically possible configurations<br />

of the dipeptides. More accurate calculations<br />

were then carried out with density functional theory,<br />

specifically DFT-M05/6-31G*, on a few lowest<br />

stable conformers using GAMESS (General Atomic<br />

Molecular and Electronic Structure) to determine<br />

more accurately the lowest-energy conformer of<br />

each dipeptide, representing their most stable<br />

forms (Figure 2). Structural analysis revealed that<br />

the most stable conformers of the linear YY and WY<br />

dipeptides both featured intramolecular hydrogen<br />

bonding within their backbones. The most stable<br />

conformers of the cyclic YY and WY dipeptides<br />

both feature slightly puckered boat structures in<br />

their diketone-backbone rings. The orbital analysis<br />

suggested that π-π stacking, XH-π interactions, and<br />

charge-transfer interactions likely participate in<br />

the aggregation and self-assembly of these dipeptides.<br />

These findings have recently been published<br />

in Computational and Theoretical Chemistry (DOI:<br />

10.10<strong>16</strong>/j.comptc.20<strong>18</strong>.03.031).<br />

In the second stage of the study, dimers of each of<br />

the four dipeptides were studied, using the density<br />

functional tight binding (DFTB) method. The lowest<br />

energy conformers from stage one were dimerized<br />

in three orientations: “side by side,” parallel, and<br />

perpendicular “T.” Analysis of structural and spectroscopic<br />

properties showed that the side-by-side<br />

and parallel orientation were found to be the most<br />

favorable for linear and cyclic dipeptides, respectively.<br />

This suggests that linear dipeptides mainly<br />

Figure 2. The optimized structures of the lowest-energy<br />

conformers of each of the dipeptides studied<br />

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