Synthesis and Electrophoretic Deposition of Single-Walled Carbon Nanotube Complexes with a Conjugated Polyelectrolyte
Bibliographic record
Abstract
A conjugated tertiary amine-functionalized polymer, poly(9,9-bis(diethylaminopropyl)-2,7-fluorene-co-1,4-phenylene), was synthesized and employed in the supramolecular functionalization of single-walled carbon nanotubes. The formation of stable solutions in organic solvents, as well as in water upon protonation of the amine groups, indicates strong supramolecular interactions between the polymers and the carbon nanotube surface. UV−vis absorption spectroscopy and Raman spectroscopy were utilized to characterize the resulting functionalized nanotubes and it was found that the nanotube structure was unchanged due to the nature of noncovalent functionalization, thus preserving the nanotube’s inherent properties. Electrophoretic deposition techniques were developed to create uniform films of this polymer and also a mixture of the polymer with the supramolecularly functionalized carbon nanotubes. The deposition mechanism involves the electrophoresis of the charged polymer species in an acid solution followed by the charge neutralization of the polymer species at the high pH region of the cathode surface. Scanning electron microscopy was used to visualize cross sections of the films as well as the film surfaces, showing uniform coatings that are free of cracks but contain small pores having diameters below 100 nm. The deposition rate was measured using a quartz crystal microbalance and found to vary with voltage and solution concentration. Control over film thickness was demonstrated in the range of approximately 100 nm to 10 μm.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".