Open Access Article
Benjamin R. Heiner
a,
Kaitlyn M. Handyb,
Alex L. Walterb,
Jacob P. Petersenc and
S. Alex Kandel
*b
aLos Alamos National Laboratory, P.O. Box 1663, Los Alamos, NM 87545, USA
bDepartment of Chemistry and Biochemistry, University of Notre Dame, Notre Dame, IN 46556, USA. E-mail: skandel@nd.edu
cEvident Scientific, Webster, TX 77598, USA
First published on 24th June 2026
Scanning tunneling microscopy was used to investigate the arrangement of ferrocenecarboxylic acid (FcCOOH) monolayers on the Ag(111) surface. Four distinct structures were observed, none of which had previously been observed on other surfaces. Structural analysis indicates that these assemblies are primarily composed of dimers. VASP calculations support the molecular assignments of the monolayer structures, while ESI-MS experiments confirm that dimers are the predominant species in solution. Of particular note, the cyclic pentamers and aperiodic packing observed for FcCOOH on Au(111) were not observed, despite (1) the similarity of the Ag(111) and Au(111) surfaces in reactivity, flatness, and lattice constant, and (2) prior explanation of the Au(111) monolayer in terms of molecule–molecule interactions alone. It is clear that while the surface does not have a template structure, it has a significant influence on which structures are formed.
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| Fig. 1 (A) The molecular structure of ferrocenecarboxylic acid. (B) Two molecules hydrogen-bonded together to form a cis-dimer. (C) Two molecules hydrogen-bonded together to form a trans-dimer. | ||
We decided to probe whether surface–molecule interactions could in fact be neglected when modeling the quasicrystal structure by comparing assembly on Ag(111), which is also a relatively inert and smooth surface. Ag(111) has a nearly identical lattice constant to Au(111), though the gold surface reconstructs to modify the atomic arrangement slightly.6 Performing the same experiment as done in ref. 1 but on the Ag(111) surface instead of Au(111), we expected to see the same aperiodic assembly. We did not, and we instead characterized multiple structures distinct from any of those that formed on gold.
Comparison of multiple structures on two different surfaces will also provide insights into complex systems arising from two-dimensional self-assembly and the effect of molecular structure on crystal structure formation.7–14 We also believe that studying systems where 2-D self-assembly results in multiple complex (metastable) structures will give valuable insights into synergistic interactions between molecular functional groups, and this will have broad impact upon the larger and important problem of crystal structure prediction, specifically the understanding of crystal polymorphism.15–17
The STM was regularly calibrated throughout the study using images of the Au(111) herringbone reconstruction. Measurement and unit cell analysis were performed using the WSxM software package.18
Molecular models were built by geometrically optimizing monomers and dimers of FcCOOH using density functional theory (DFT). Optimization studies were performed in the Gaussian 16 software package at the B3LYP/6-31g(d) level of theory.19 Optimization began with a bias toward either the cis or trans orientation, allowing for the more energetic cis and less energetic trans orientation to be optimized to local energy minima. Optimized measurements were visualized using the IQMol software package and used as the monomer and dimer models in the study.20 Models were placed on the calibrated STM images at size with zero degrees of freedom; the models had no adjustable parameters or flexibility in size, orientation, or conformation.
The predicted STM images were simulated utilizing VASP.21–24 A slab of Ag(111) was constructed with the dimensions of 7 × 7 × 4 silver atoms with 10 Å of vacuum above and below the slab. No atoms were frozen during relaxation of the slab. The lattice constant was found to be 4.2 Å. All single-point calculations for the silver slab were conducted with an energy cutoff (encut) of 550 eV. All other calculations were conducted with a PBE functional with an encut of 500 eV. The k points used were [7, 7, 1] with an energy difference of 1 × 10−5 eV. A van der Waals correction IVDW = 11 was added.25,26 Bader charge analysis (see the SI) was performed according to ref. 27–29.
All ESI-MS experiments were performed on a Waters ACQUITY tandem triple quadrupole mass spectrometer (MS). The MS is equipped with a ZSpray electrospray ionization source. 1.7 mM FcCOOH/methanol solutions were directly infused into the instrument at a rate of 10 µL min−1 through a syringe pump. Spectra were collected in both positive and negative mode and are labeled with their respective polarity. Operating conditions follow ref. 2 capillary voltage was set to 3.6 kV, cone voltage to 25 V, source and desolvation temperatures to 50 °C, and desolvation gas flow to 300 L h−1. All spectra were acquired over 10 minutes, at a scan rate of 3 s per scan, totaling about 200 scans, and are additive. Daughter scans were acquired under the same conditions.
Spectra were normalized to their tallest peaks (the –/+ H monomer peaks).30 All peaks were isotopically identified. The limit of detection was determined by 3.3 times the root mean square of a blank methanol measurement under the same mass spectrometer conditions.
To help differentiate between FcCOOH dimers in different orientations, we predicted via simulations, STM images of cis dimers with the Cp rings parallel to the surface with the carboxylic acid (COOH) group facing both toward and away from the surface: a cis dimer with the Cp rings perpendicular to the surface, and trans dimers with the Cp rings both perpendicular and parallel to the surface. The results in Fig. 3 are consistent with the conclusions from the diferrocenylacetylene calculations, that is, that dimples of electron density would be seen while the Cp rings are perpendicular to the scan direction (A–B). Additionally, the dimpling is expected to be smaller when the trans dimers are as close to being perpendicular as possible (Fig. 3C). The comparison of these simulated STM images supports our interpretation of the FcCOOH orientation in Fig. 2 as trans dimers oriented to maximize Cp interactions with the surface. The calculations of cis and trans dimers with Cp rings perpendicular to the surface (Fig. 3D and E) are used for orientation and iron–iron distance measurements, which will be used later for other surface assignments.
To better understand which orientation of FcCOOH is most energetically stable, we calculated single point energies of each dimer to compare which distance from the surface is predicted to be most favorable (Fig. 4). Interestingly, both the cis and trans dimers possessed nearly identical predicted binding energies at iron–surface distances between 5.5 and 6.0 Å. The calculations predict that the orientation of the Cp rings and the COOH group is relatively insignificant and that iron has a far greater influence on binding distance than any other factor in the molecule or the dimer. Based on these calculations, we also conclude that every one of these dimer orientations is energetically competitive on the surface, allowing for many different orientations and interdimer interactions.
The dimple feature in the center of the honeycomb varies in brightness from image to image (Fig. 2A and B). We believe this to be mainly a parameter of the tip condition, as differences in the structure of the STM images from one experiment to the next are well known to cause variation in image contrast. Previous studies concerning ferrocenes have revealed that ferrocenes on the surface of gold appear less bright when oriented with Cp rings perpendicular to the surface, so we conclude that those features are the same.1–5 We also observe that the FcCOOH molecule packing on the inside of the honeycomb structure has two orientations, up and down, as seen in Fig. 2A. As the monomer has an non-hydrogen-bonded COOH group, chemical reasoning suggests that it would be interacting with the π structures in an adjacent Cp ring.
In order to understand the adsorption geometries responsible for different features in STM images, we used DFT-optimized molecular models placed at size onto calibrated STM images. The trans dimer was calculated to have an iron–iron distance of 9.67 Å, which agrees very well with the XRD solution, which shows the iron–iron distance to be 9.600 Å.32 The XRD measured distance was used to assign molecules as seen in Fig. 5A and B. We interpret the honeycomb as trans dimers arranged to leave a cavity between them. Even though the surface seems to have six-fold symmetry, the unit cell for the surface, Fig. 2C and D, only contains the dimer. If the dimers were in the cis configuration, we would expect three equivalent positions for the monomer to interact with as all the Cp rings would be equivalently parallel to the surface. This is not the case for the trans configuration, where only two equivalent positions would exist for the monomer to interact with. This further supports the conclusion that the dimers are in a trans configuration.
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| Fig. 5 (A) Assignment of the molecules on the image from Fig. 2 based on our interpretations and observations of the honeycomb assembly. The grain boundaries marked by the molecular vacancy are shown in blue. Representative molecular models of the trans dimer are shown in each region in the correct orientation with the red lines indicating dimerized molecules along the grain boundary. (B) Our model holds as we extend it to images of larger fields with more defects (150 × 150 Å). In fact, more defects in the image clarifies molecular orientation. | ||
Many of the images of the honeycomb structure have defects, i.e. Fig. 2, Fig. 2B, and especially Fig. 5B. How a model explains the defects and grain boundaries of an assembly can test the validity of the model. This can be seen in Fig. 5B, where there are a large number of defects, which are caused by different orientations of dimers in close proximity to each other. The smaller defects, such as those in Fig. 5A, are more subtle. It is difficult to elucidate the exact orientations of the dimers in these situations, but the small defect indicates that the orientations of the dimers shift by 120. The model that we built using the previously mentioned assumptions describes the surface of this honeycomb-shaped dimer packing very well.
When we measure the angle between the honeycomb lattice and step edges in the Ag(111) surface, the angle is consistently 60. This is evidence that the FcCOOH lattice and the Ag(111) surface lattice are commensurate and suggests that surface–molecule interactions affect FcCOOH self-assembly, which was not the case for the quasicrystalline structure on Au(111).
The second assembly seems to be a combination of arrangements of ferrocenecarboxylic acid dimers (Fig. 6). The molecules that appear round have the familiar dimple feature, but they are different from those seen in Fig. 2. These are larger and have a darker center, which is seen in the unit cell (Fig. 6). We therefore interpret these features as Cp rings parallel to the surface of the silver. These contrast changes were also seen in simulated STM images of diferrocenylacetylene, which predicted that perpendicular imaging of a Cp ring would result in a distinct, bright ring of electron density with a dim feature in the middle.5 Again, our calculations (Fig. 3A and B) are in agreement. The round features are interpreted as ferrocenecarboxylic acid molecules hydrogen bonded in the cis formation with the Cp rings parallel to the surface. In between these rows of cis dimers are smaller, dimmer features. The shape and orientation of these features match well with our VASP simulated images of a trans dimer with Cp rings perpendicular to the surface (Fig. 3C).
cis dimers do not appear in XRD measurements, so we rely on the DFT calculated Fe–Fe distance, 9.07 Å, to make molecular assignments to this surface. Fig. 7 shows how the cis dimers and the perpendicular trans dimers arrange to form the assembly image in Fig. 6.
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| Fig. 7 A magnified (60 × 60 Å) image from Fig. 6a with molecular assignment for the stripes assembly placed on the image. | ||
The third assembly, Fig. 8 is similar to the previous one, but the unit cell is distinctly different. In the creation of the unit cell, we found that the two rows highlighted in Fig. 8A in blue and red are not equivalent. This makes the unit cell long and narrow, Fig. 8B. Molecular features in this configuration appear at distances that are not consistent with FcCOOH dimers, and we are not able to suggest a chemically plausible structure that would produce this experimental image.
The final assembly does not appear to be formed from dimers (Fig. 9). The images show round molecules with dimple features, but each molecule has a tail of electron density. The dimple is very similar to that seen in Fig. 6, so we interpret the FcCOOH molecules as being oriented with the Cp rings parallel to the surface. The image shows that this assembly is formed from molecules tightly packed into rows with tails of electron density maintaining directionality through the row. The tail switches direction consistently in every row and appears in every image of this assembly, so we can conclude that it is a real feature, making the unit cell contain two differently oriented molecules (Fig. 9B). We interpret the tail as the carboxylic acid of the FcCOOH oriented to interact with the π system of adjacent molecules, shown in the molecular assignment in Fig. 10.
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| Fig. 10 A magnified (45 × 45 Å) image from Fig. 9a with molecular assignment for the teardrop assembly placed on the image. | ||
None of the four discussed assemblies of FcCOOH on Ag(111) form when experiments are performed on Au(111). Additionally, none of the assemblies previously observed, including the quasicrystalline surface, were observed on using Ag(111) as a substrate. A full model of these systems is still not understood as discussions and assignments are centered primarily on molecule–molecule interactions, without taking into consideration molecule–surface interactions. We cannot conclude that the identity of the surface is important in all cases, but for FcCOOH, at least one or both the Au(111) and Ag(111) surfaces clearly affect the outcome of the experiment. One of the surfaces may not influence the self-assembly of FcCOOH, but it is not possible that both do not. Based on the commensurate nature of the FcCOOH surface in Fig. 2, we conclude the surface interactions for Ag(111) to be more significant than those in Au(111).
Previous work from our research group has demonstrated that the preparation of monolayers using pulse deposition often results in a combination of multiple cluster geometries and monolayer structures that are not observed after vapor deposition of the same molecule.15 This has led us to hypothesize that molecules can pre-associate in solution and deposit onto a surface as clusters. We have employed ESI-MS to test this model, and have found in several cases that “magic number” clusters formed preferentially during the electrospray process corresponding to cluster sizes observed in STM images of the surface.2,33–35 Fig. 12A shows clustering of FcCOOH using ESI-MS in the negative mode. The spectrum shows the dimer being nearly as abundant as the monomer. The positive mode spectrum (Fig. 12b) also shows clustering of the dimer, trimer, and tetramer, with the tetramer showing the most abundance of those clusters. In addition, cluster with Na or NH4 adducts (which come from impurities in the methanol mobile phase) become more common than simply protonated clusters. The change in the adduct is due to the FcCOOH being a partially deprotonated weak acid in methanol, which becomes undetectable using MS with the addition of a proton.
The dimers and tetramers indicate a polarity dependence because samples were made in acetonitrile, yet the tetramer still clusters strongly in the positive mode (SI1). Interestingly, the protonated clusters show the expected exponential decay as cluster size increases,34–39 while sodiated clusters remain prevalent through trimers and tetramers (Fig. 12c). Daughter scans of the sodiated tetramer (Fig. 12d) show a high abundance of dimers, with some monomers, trimers, and tetramers. We interpret the high abundance of dimers as the tetramers forming from dimeric subunits clustering together to distribute the positive charge.
Notably, no pentamers are observed in either polarity. Previous studies hypothesized that FcCOOH pentamers formed in solution and that dimers nucleated on the Au(111) surface.4 However, ESI-MS results indicate that only dimers form in solution, suggesting that the pentamers previously observed arise from surface-driven assembly rather than pre-existing solution-phase clusters. Additional support for this conclusion comes from experiments on the Ag(111) surface, where no pentamers are found, and unit cells instead consist of dimers in various conformations (Fig. 11. This implies that surface interactions play a crucial role in dictating the final assembly, with structural differences between Ag(111) and Au(111) arising from variations in adsorption configurations. A key uncertainty, however, is whether the conditions of electrospray ionization are truly comparable to those of pulse deposition.
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| Fig. 11 Unit cells from each of the four assemblies ((A) honeycomb (Fig. 2), (B) stripes (Fig. 6), (C) teardrop (Fig. 9), and (D) the V formation (Fig. 8)) of FcCOOH on Ag(111) calibrated to each other in length. | ||
Adduct formation plays a key role in cluster stability. Large ions can stabilize clusters that are otherwise less stable,40–42 leading to the observation of clusters that are energetically less favorable compared to protonated ones. Additionally, intermolecular interactions can be stabilized by charge, as seen with sodium ion stabilization,40,41 and neutral serine octamers,43–47 highlighting the influence of charge distribution on clustering behavior. Differences between positive and negative mode clustering are particularly notable. Magic numbers in mass spectra depend more on charge delocalization and the feasibility of adding a charge to a cluster – the easier it is to delocalize the charge, the more likely it is for the cluster to form.48,49
Steric effects also contribute to clustering behavior, potentially influencing the observed distributions.50 Additionally, different models have been proposed to describe cluster size distributions, with some studies supporting exponential decay,34–39 while others suggest Gaussian distributions.51,52
Ferrocene (Fc), under the same experimental ESI conditions, does not exhibit the same clustering behavior as FcCOOH (see the SI, Fig. S2a). The monomer is the dominant peak, and the dimer is only observed as a non-protonated ammonium adduct, indicating that the carboxylic acid facilitates the hydrogen bonding of the dimers both in solution and on surfaces. Fc ionizes very poorly in the negative mode, as there is no readily apparent site for a proton to be removed or for a negatively charged adduct to be stably attached, so only positive mode scans were performed. When graphing the natural log of the peak heights (SI2b), there was no protonated dimer to compare to, so the dimer with the ammonium adduct was used. The lack of protonated dimer and tetramer in the spectrum shows that the carboxylic acid drives dimerization, almost certainly through hydrogen bonding.
While our molecular models successfully describe the observed assemblies based on molecule–molecule interactions, our results suggest that this approach alone provides an incomplete picture. The differences in assemblies formed on Au(111) and Ag(111) indicate that molecule–surface interactions contribute meaningfully to the self-assembly process, challenging the assumption that they can be ignored when strong intermolecular forces are present. Further investigation into how subtle variations in surface properties influence molecular self-assembly could provide more insight into the role of surface effects in molecular self-assembly, including those on other faces of gold and silver, HOPG, and especially on Cu(111). We anticipate that further characterization studies may yield yet unseen FcCOOH polymorphs but will likely share similar geometries to those characterized here as those are driven by the strong carboxylic acid hydrogen bond interactions that would be present in every system.
Supplementary information (SI) is available. See DOI: https://doi.org/10.1039/d6cp00626d.
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