Harnessing large language models for data-scarce learning of polymer properties
Large language models (LLMs) bear promise as a fast and accurate material modeling paradigm for evaluation, analysis and design. Their vast number …
Tag: Polymers
Scalable, biologically sourced depolymerizable polydienes with intrinsically weakened carbon–carbon bonds
Currently, there are few examples of circularly recyclable polymers with all-carbon backbones, probably owing to the challenge of using selective C…
Integrating molecular photoswitch memory with nanoscale optoelectronics for neuromorphic computing
Photonic solutions are potentially highly competitive for energy-efficient neuromorphic computing. However, a combination of specialized nanostruct…
Anti-icing properties of nonionic/hydrophilic concentrated polymer brushes and mechanistic insights via their swollen-state analysis
Anti-icing surfaces are important to prevent snow and ice accumulation, which can pose significant risks. Here, we analyze the anti-icing performan…
Analyzing long-period structural evolution of biaxially stretched ultra-high molecular weight polyethylene films
Ultra-high molecular weight polyethylene (UHMWPE) films are widely used in high-performance applications due to their excellent mechanical properti…
Metastable phase-separated droplet generation and long-time DNA enrichment by laser-induced Soret effect
Spatiotemporally controlled laser-induced phase separation (LIPS) offers unique research avenues and has potential for biological and biomedical ap…