Results 21 to 30 of about 469,431 (219)
Polymer informatics at-scale with multitask graph neural networks [PDF]
, 2022 Artificial intelligence-based methods are becoming increasingly effective at screening libraries of polymers down to a selection that is manageable for experimental inquiry. The vast majority of presently adopted approaches for polymer screening rely on handcrafted chemostructural features extracted from polymer repeat units -- a burdensome task as ...
arxiv +1 more source
Nano-Micro Letters, 2022 Phase change materials (PCMs) are expected to achieve dual-mode thermal management for heating and cooling Li-ion batteries (LIBs) according to real-time thermal conditions, guaranteeing the reliable operation of LIBs in both cold and hot environments ...
Cong Guo +7 more
doaj +1 more source
Polyphenol-based antibacterial and antioxidative nanoparticles for improved peritonitis therapy
Collagen and Leather, 2023 The development of advanced sustainable biomedical materials with superior biosafety and bioactivity for clinical applications is highly desirable.
Jinhong Dong +10 more
doaj +1 more source
Dispersity in Polymer Science (IUPAC Recommendations 2009) [PDF]
Kemija u Industriji, 2012 This recommendation defines just three terms, viz., (1) molar-mass dispersity, relative-molecu- lar-mass dispersity, or molecular-weight dispersity; (2) degree-of-polymerization dispersity; and (3) dispersity.
Translated by Rogošić, M.
doaj
‘Fake news’ in polymer science?
eXPRESS Polymer Letters, 2018 editorial
M. Gahleitner
doaj +1 more source
Thin lamellar films with enhanced mechanical properties for durable radiative cooling
Nature Communications, 2023 Passive daytime radiative cooling is a promising path to tackle energy, environment and security issues originated from global warming. However, the contradiction between desired high solar reflectivity and necessary applicable performance is a major ...
Lianhu Xiong +5 more
doaj +1 more source
Representing Polymers as Periodic Graphs with Learned Descriptors for Accurate Polymer Property Predictions [PDF]
arXiv, 2022 One of the grand challenges of utilizing machine learning for the discovery of innovative new polymers lies in the difficulty of accurately representing the complex structures of polymeric materials. Although a wide array of hand-designed polymer representations have been explored, there has yet to be an ideal solution for how to capture the ...
arxiv
Dispersing Nanoparticles in a Polymer Film via Solvent Evaporation [PDF]
ACS Macro Lett. 5, 694 (2016), 2016 Large scale molecular dynamics simulations are used to study the dispersion of nanoparticles (NPs) in a polymer film during solvent evaporation. As the solvent evaporates, a dense polymer-rich skin layer forms at the liquid/vapor interface, which is either NP rich or poor depending on the strength of the NP/polymer interaction.
arxiv +1 more source
Low‐dimensional perovskite materials and their optoelectronics
InfoMat, 2021 Three‐dimensional (3D) organic–inorganic metal halide perovskite materials possess great potential applications for approaching efficient optoelectronics due to the unique optoelectronic properties of perovskite materials and cost‐effective manufacturing
Tao Zhu, Xiong Gong
doaj +1 more source
Advances in biomineralization-inspired materials for hard tissue repair
International Journal of Oral Science, 2021 Biomineralization is the process by which organisms form mineralized tissues with hierarchical structures and excellent properties, including the bones and teeth in vertebrates.
Shuxian Tang +4 more
doaj +1 more source