In the last five years, there has been tremendous growth in machine learning and artificial intelligence as applied to polymer science. Here, we highlight the unique challenges presented by polymers and how the field is addressing them. We focus on emerging trends with an emphasis on topics that have received less attention in the review…
ACS Polymers Au Template
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About the ACS Polymers Au format
ACS Polymers Au is a peer-reviewed journal published by American Chemical Society, covering Advanced Polymer Synthesis and Characterization, biodegradable polymer synthesis and properties, History and advancements in chemistry. Over its lifetime it has published 381 papers, which have received 3,726 citations.
| Publisher | American Chemical Society |
|---|---|
| Reference style | Superscript numbered (ACS) Superscript — small raised numerals in the text (1) Smith, A.; Jones, B.; Lee, C. A Representative Article Title. ACS Polymers Au 2023, 12, 45–58.
Formats any DOI in ACS Polymers Au style. No sign-up. |
| Publishes research in | Advanced Polymer Synthesis and Characterization biodegradable polymer synthesis and properties History and advancements in chemistry Polymer composites and self-healing Hydrogels: synthesis, properties, applications |
| ISSN | 2694-2453 |
| Citation impact (2-yr) | 4.11 |
| h-index | 31 |
| i10-index | 112 |
| Article processing charge | $5,000 |
| Open access | Yes — indexed in DOAJ |
| Top institutions publishing here | Centre National de la Recherche Scientifique |
| Journal website | pubs.acs.org |
| You get | A submission-ready PDF and the editable LaTeX source — ready to submit. |
Papers published in ACS Polymers Au per year
Citation impact of ACS Polymers Au by publication year
Citations each year’s papers have accumulated so far — the most recent years are still building up.
Most-cited papers in ACS Polymers Au
Optimal design of polymers is a challenging task due to their enormous chemical and configurational space. Recent advances in computations, machine learning, and increasing trends in data and software availability can potentially address this problem and accelerate the molecular-scale design of polymers. Here, the central problem of polymer design is reviewed, and the general ideas…
In recent years, numerous applications of hydrogels using polysaccharides have evolved, benefiting from their widespread availability, excellent biodegradability, biocompatibility, and nonpoisonous nature. These natural polymers are typically sourced from renewable materials or from manufacturing processes, contributing collaboratively to waste management and demonstrating the potential for enhanced and enduring sustainability. In the field of novel bioactive…
Polymer materials are multiscale systems by definition. Already the description of a single macromolecule involves a multitude of scales, and cooperative processes in polymer assemblies are governed by their interplay. Polymers have been among the first materials for which systematic multiscale techniques were developed, yet they continue to present extraordinary challenges for modellers. In this…
, as well as a potential transferability to predict other properties associated with a backbone rigidity. Our results indicate both the capability and limitations of the GCN in learning to describe polymer systems depending on the property.