Precision polymer synthesis by controlled radical polymerization: Fusing the progress from polymer chemistry and reaction engineering
During the first 100 years of polymer science, controlled radical polymerization (also
recommended as reversible deactivation radical polymerization) is undoubtedly a …
recommended as reversible deactivation radical polymerization) is undoubtedly a …
Engineering nanosystems to overcome barriers to cancer diagnosis and treatment
Over the past two decades, multidisciplinary investigations into the development of
nanoparticles for medical applications have continually increased. However, nanoparticles …
nanoparticles for medical applications have continually increased. However, nanoparticles …
Machine learning on a robotic platform for the design of polymer–protein hybrids
Polymer–protein hybrids are intriguing materials that can bolster protein stability in non‐
native environments, thereby enhancing their utility in diverse medicinal, commercial, and …
native environments, thereby enhancing their utility in diverse medicinal, commercial, and …
Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language
Advances in machine learning (ML) and automated experimentation are poised to vastly
accelerate research in polymer science. Data representation is a critical aspect for enabling …
accelerate research in polymer science. Data representation is a critical aspect for enabling …
Autonomous polymer synthesis delivered by multi-objective closed-loop optimisation
Application of artificial intelligence and machine learning for polymer discovery offers an
opportunity to meet the drastic need for the next generation high performing and sustainable …
opportunity to meet the drastic need for the next generation high performing and sustainable …
Data-driven design of polymer-based biomaterials: high-throughput simulation, experimentation, and machine learning
Polymers, with the capacity to tunably alter properties and response based on manipulation
of their chemical characteristics, are attractive components in biomaterials. Nevertheless …
of their chemical characteristics, are attractive components in biomaterials. Nevertheless …
High-throughput routes to biomaterials discovery
F Soheilmoghaddam, M Rumble… - Chemical …, 2021 - ACS Publications
Many existing clinical treatments are limited in their ability to completely restore decreased
or lost tissue and organ function, an unenviable situation only further exacerbated by a …
or lost tissue and organ function, an unenviable situation only further exacerbated by a …
Divergent synthesis of graft and branched copolymers through spatially controlled photopolymerization in flow reactors
In this work, we demonstrate the controlled synthesis of graft and branched copolymers
using one-pot (batch) or one-pass (flow) processes without intermediate purification. The …
using one-pot (batch) or one-pass (flow) processes without intermediate purification. The …
Qualified interlayer modifier for organic solar cells with optimized interfacial topography and boosted efficiency based on biomass-derived acid
J Wen, R Lin, Y Wu, HC Hu, Z Liu, H Zhou… - Chemical Engineering …, 2022 - Elsevier
The cathode interlayer modification is crucial for the performance of organic solar cells
(OSCs), which ensures an efficient electron extraction. However, the research progress of …
(OSCs), which ensures an efficient electron extraction. However, the research progress of …
Combining automated microfluidic experimentation with machine learning for efficient polymerization design
BA Rizkin, AS Shkolnik, NJ Ferraro… - Nature Machine …, 2020 - nature.com
Understanding polymerization reactions has challenges relating to the complexity of the
systems, the hazards associated with the reagents, the environmental footprint of the …
systems, the hazards associated with the reagents, the environmental footprint of the …