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The development of high-throughput experimentation (HTE) methods to efficiently screen multiparameter spaces is key to accelerating the discovery of high-performance multicomponent materials (e.g., polymer blends, colloids, etc.) for sensors, separations, energy, coatings, and other thin-film applications relevant to society. Although the generation and characterization of gradient thin-film library samples is a common approach to enable materials HTE, the ability to study many systems is impeded by the need to overcome unfavorable solubilities and viscosities among other processing challenges at ambient conditions. In this protocol, a solution coating system capable of operating temperatures over 110 °C is designed and demonstrated for the deposition of composition gradient polymer libraries. The system is equipped with a custom, solvent-resistant passive mixer module suitable for high-temperature mixing of polymer solutions at ambient pressure. Residence time distribution modeling was employed to predict the coating conditions necessary to generate composition gradient films using a poly(3-hexylthiophene) and poly(styrene) model system. Poly(propylene) and poly(styrene) blends were selected as a first demonstration of high temperature gradient film coating: the blend represents a polymer system where gradient films are traditionally difficult to generate via existing coating approaches due to solubility constraints at ambient conditions. The methodology developed here is expected to widen the range of solution processed materials that can be explored via high-throughput laboratory sampling and provides an avenue for efficiently screening multiparameter materials spaces and/or populating the large datasets required to enable data-driven materials science.
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This content will become publicly available on August 4, 2026
Microstructure Control of Polymer Films via Air-Assisted Electrospray for Binderless Electrodes
With the growing number of applications for thin polymer films (e.g., corrosion-resistant coatings, photovoltaics, and optoelectronics), there is an urgent need to develop or advance cost-effective, versatile, and high-throughput manufacturing processes to produce thin polymer films and coatings with controllable properties (e.g., morphology, composition). In this work, we present a simple, cost-effective, and scalable approach: the air-assisted electrospray method for thin film coating. We systematically investigate its capabilities for producing coatings with a wide range of surface morphologies, its compatibility with three-dimensional substrates, and the fundamental understanding of the process. Through systematic control of concentration, needle configuration, and polymer selection, we demonstrate the ability to produce coating morphologies with diverse structural characteristics and excellent reproducibility. Notably, the introduction of air assistance through a coaxial needle greatly enlarges the range of achievable morphologies, particularly at lower concentrations. We also found that the position of the airflow relative to the solution is critical for determining the polymer film properties. Furthermore, we demonstrate its broad application potential in the fabrication of binderless electrodes for sodium-ion batteries.
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- Award ID(s):
- 2223447
- PAR ID:
- 10625353
- Publisher / Repository:
- ACS
- Date Published:
- Journal Name:
- ACS Applied Polymer Materials
- ISSN:
- 2637-6105
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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