Transfer Learning Facilitates the Prediction of Polymer-Surface Adhesion Strength.
Sign Up to like & getrecommendations! Published in 2023 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.2c01314
Abstract: Machine learning (ML) accelerates the exploration of material properties and their links to the structure of the underlying molecules. In previous work [Shi et al. ACS Applied Materials & Interfaces 2022, 14, 37161-37169.], ML models… read more here.
Keywords: polymer surface; polymer; accuracy; surface ... See more keywords
Assessing Polymer-Surface Adhesion with a Polymer Collection
Sign Up to like & getrecommendations! Published in 2022 at "Langmuir"
DOI: 10.1021/acs.langmuir.1c02724
Abstract: Polymer modification plays an important role in the construction of devices, but the lack of fundamental understanding on polymer-surface adhesion limits the development of miniaturized devices. In this work, a thermoplastic polymer collection was established… read more here.
Keywords: surface adhesion; adhesion; polymer surface; polymer ... See more keywords
Theory of the oscillatory instability of a rigid tip scraped over a polymer surface.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.106.054803
Abstract: The patterns produced by dragging an atomic force microscope (AFM) tip over a polymer surface are studied using a mesoscopic model introduced by Gnecco and co-workers [E. Gnecco et al., New J. Phys. 17, 032001… read more here.
Keywords: polymer surface; state; equation; tip ... See more keywords
Antimicrobial Polymeric Surfaces Using Embedded Silver Nanoparticles
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DOI: 10.3390/antibiotics12020207
Abstract: Pathogens (disease-causing microorganisms) can survive up to a few days on surfaces and can propagate through surfaces in high percentages, and thus, these surfaces turn into a primary source of pathogen transmission. To prevent and… read more here.
Keywords: polymer surface; nps polymer; antimicrobial polymeric; surface ... See more keywords