2019
DOI: 10.1021/acs.analchem.8b01840
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Sum Frequency Generation Imaging Microscopy of Self-Assembled Monolayers on Metal Surfaces: Factor Analysis of Mixed Monolayers

Abstract: Sum frequency generation (SFG) images of microcontact patterned self-assembled alkanethiol monolayers on metal surfaces were analyzed by factor analysis (FA) to determine the spatial distribution of the patterned monolayers over the images. Additionally, each significant abstract factor produced by FA was assessed to determine the information contained within it. These results indicate that FA of the SFG spectra is a promising method to determine the composition and identities of mixed alkanethiol systems that… Show more

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Cited by 14 publications
(24 citation statements)
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“…This group has also shown how factor analysis, which includes principal factor analysis and target factor analysis, can be applied to low-signal vSFG microscope images to reduce the total acquisition time without sacrificing image resolution. 96,97 Within the past few years, vSFG was also extended into three dimensions via holography as demonstrated by Ma et al 98 SFG microscopy that is resonant with electronic transitions, eSFG, is less developed than its vibrational counterpart. There have only been a few reports of eSFG microscopy that have explored chiral solutions 99 and 2D material systems.…”
Section: ■ Interrogating Interfacesmentioning
confidence: 99%
See 1 more Smart Citation
“…This group has also shown how factor analysis, which includes principal factor analysis and target factor analysis, can be applied to low-signal vSFG microscope images to reduce the total acquisition time without sacrificing image resolution. 96,97 Within the past few years, vSFG was also extended into three dimensions via holography as demonstrated by Ma et al 98 SFG microscopy that is resonant with electronic transitions, eSFG, is less developed than its vibrational counterpart. There have only been a few reports of eSFG microscopy that have explored chiral solutions 99 and 2D material systems.…”
Section: ■ Interrogating Interfacesmentioning
confidence: 99%
“…Baldelli and co-workers have taken a less conventional approach by implementing compressive-sensing, which they utilized for monitoring molecular adsorption and film formation on metallic surfaces. , An example of vSFG images of self-assembled monolayers depicting the chemicals adsorbed on a copper surface can be seen in Figure . This group has also shown how factor analysis, which includes principal factor analysis and target factor analysis, can be applied to low-signal vSFG microscope images to reduce the total acquisition time without sacrificing image resolution. , Within the past few years, vSFG was also extended into three dimensions via holography as demonstrated by Ma et al…”
Section: Interrogating Interfacesmentioning
confidence: 99%
“…SAMs on gold substrate patterning were achieved by utilizing microcontact printing (μCP). The process of stamp manufacturing for μCP using PDMS has been described previously . The preparation procedure of the five components and the random pattern sample is shown in Figures a and b, respectively, and is only briefly outlined here.…”
Section: Experimental Sectionmentioning
confidence: 99%
“…Currently, this technique has been applied to a system consisting of five distinct molecules, but it can be extended to larger sample varieties and more complex chemical systems consisting of a larger numbers of species by using a wider spectral range. Isotope labels can also be successfully used due to the ability of FA to resolve spectra at the SFG spectra resolution limit of 5 cm –1 …”
Section: Introductionmentioning
confidence: 99%
“…The quadratic susceptibility tensor, originating due to electric-dipolar transitions, is zero within the bulk of a centrosymmetric medium and hence the second order response manifests itself mainly at its surface where the inversion symmetry is locally lost. For this reason, the different second order processes have been extensively used as surface probes for these class of materials [19][20][21][22]. Besides providing remarkable non-invasive surface imaging techniques, they have demonstrated tremendous potential for numerous other applications, as in the development of coherent light sources at different frequencies.…”
Section: Introductionmentioning
confidence: 99%