Design of functional and sustainable polymers assisted by artificial intelligence
Artificial intelligence (AI)-based methods continue to make inroads into accelerated
materials design and development. Here, we review AI-enabled advances made in the …
materials design and development. Here, we review AI-enabled advances made in the …
Machine learning to enhance sustainable plastics: A review
C Guarda, J Caseiro, A Pires - Journal of Cleaner Production, 2024 - Elsevier
Plastic pollution requires advances in the production, use, and recovery of plastics to
minimize environmental and human-health impacts. Machine Learning (ML) has been …
minimize environmental and human-health impacts. Machine Learning (ML) has been …
Ring-opening polymerization of lactones to prepare closed-loop recyclable polyesters
Z Li, Y Shen, Z Li - Macromolecules, 2024 - ACS Publications
The large production and indiscriminate disposal of plastics have resulted in serious
resource and global environmental crises, which has raised a demand to develop a more …
resource and global environmental crises, which has raised a demand to develop a more …
Rapid marine degradable poly (butylene oxalate) by introducing promotion building blocks
Z Tu, L Wang, Y Lu, Y Li, L Sang, Y Zhang… - Journal of Hazardous …, 2024 - Elsevier
The design and development of high-performance marine-degradable plastics have long
been considered a superior strategy to address marine plastic pollution. To achieve a …
been considered a superior strategy to address marine plastic pollution. To achieve a …
AI for organic and polymer synthesis
Recent years have witnessed the transformative impact from the integration of artificial
intelligence with organic and polymer synthesis. This synergy offers innovative and …
intelligence with organic and polymer synthesis. This synergy offers innovative and …
Circularity in polydiketoenamine thermoplastics via control over reactive chain conformation
Controlling the reactivity of bonds along polymer chains enables both functionalization and
deconstruction with relevance to chemical recycling and circularity. Because the substrate is …
deconstruction with relevance to chemical recycling and circularity. Because the substrate is …
[HTML][HTML] Biodegradable thermoplastic elastomers synthesized from C7–C10 aliphatic dicarboxylic acids, 2-methyl-1, 3-propanediol, and L-lactide
Elastic materials with high biodegradability should replace those with low biodegradability in
some applications. We previously reported biodegradable thermoplastic elastomers (TPEs) …
some applications. We previously reported biodegradable thermoplastic elastomers (TPEs) …
Biodegradable Polyester-Based Vitrimers Exhibiting Transesterification-Induced Topography Isomerization under Recycling
SY Chien, J Wang, YL Liu - ACS Applied Polymer Materials, 2024 - ACS Publications
In this work, biodegradable and polyester-based vitrimers possessing dynamic ester bonds
are prepared by chemically cross-linking− OH-containing poly (glycerol sebacate)(PGS) with …
are prepared by chemically cross-linking− OH-containing poly (glycerol sebacate)(PGS) with …
Toward a Circular Bioeconomy: Designing Microbes and Polymers for Biodegradation
Polymer production is rapidly increasing, but there are no large-scale technologies available
to effectively mitigate the massive accumulation of these recalcitrant materials. One potential …
to effectively mitigate the massive accumulation of these recalcitrant materials. One potential …
Synthesis of Statistical Multiblock Copolymers through Chain Shuttling Copolymerization with a Thermomechanical Switch Behavior
A high-throughput experimentation (HTE) approach is adopted for the synthesis of a special
class of elastomeric polyolefins with a tailored thermomechanical response …
class of elastomeric polyolefins with a tailored thermomechanical response …