The evolution of polyurethane heart valve replacements: How chemistry translates to the clinic

M Crago, A Lee, S Farajikhah, F Oveissi… - Materials Today …, 2022 - Elsevier
Current heart valve replacements (HVRs) fail to comprehensively capture the physiological
behavior of native heart valve tissues, allowing the burden of valvular heart disease to …

[HTML][HTML] Comparison and review of classical and machine learning-based constitutive models for polymers used in aeronautical thermoplastic composites

S Ling, Z Wu, J Mei - Reviews on Advanced Materials Science, 2023 - degruyter.com
Most of the stress–strain relationships of thermoplastic polymers for aeronautical composites
tend to be nonlinear and sensitive to strain rate and temperature, so accurate constitutive …

Predicting the mechanical properties of polyurethane elastomers using machine learning

F Ding, LY Liu, TL Liu, YQ Li, JP Li, ZY Sun - Chinese Journal of Polymer …, 2023 - Springer
Bridging the gap between the computation of mechanical properties and the chemical
structure of elastomers is a long-standing challenge. To fill the gap, we create a raw dataset …

New constitutive models for the finite deformation of isotropic compressible elastomers

A Anssari-Benam, CO Horgan - Mechanics of Materials, 2022 - Elsevier
The application of a new family of strain energy functions to modelling the finite deformation
of isotropic compressible elastomers, including polymeric foams and (hydro) gels, is …

[HTML][HTML] Thermo-mechanical properties of digitally-printed elastomeric polyurethane: Experimental characterisation and constitutive modelling using a nonlinear …

J Yang, Z Liao, M Hossain, G Huang, X Zhou… - International Journal of …, 2023 - Elsevier
The Additive manufacturing (AM) technology has emerged as a novel paradigm that uses
the method of gradual accumulation of materials to manufacture solid parts, which is a …

Block length distribution, morphology, and property of thermoplastic polyurethanes affected by production method: A polymer‐by‐process investigation

Z Liu, L Fu, Z Wang, Z Gao, Y Liu, X Li… - Journal of Polymer …, 2023 - Wiley Online Library
Two thermoplastic polyurethanes (TPUs) based on the same monomers and composition
were produced by two different production methods–hand mix batch process and …

Additivity of the mechanical properties for acrylonitrile‐butadiene‐styrene resins

H Zhang, F Ding, T Liu, L Liu, Y Li - Journal of Applied Polymer …, 2022 - Wiley Online Library
Abstract Acrylonitrile‐butadiene‐styrene (ABS) resins have broad applications in
automotive, transportation, and electronic industry attributed from their steadily tunable …

[HTML][HTML] 高分子材料大数据研究: 共性基础, 进展及挑战

刘伦洋, 丁芳, 李云琦 - 高分子学报, 2022 - gfzxb.org
介绍了作为一种新的认知范式, 大数据研究常见和前沿算法及其应用在高分子材料研究中的共性
基础, 围绕材料的基础与应用研究聚焦的定量组成-工艺-结构-性质-性能关系 …

Data and machine learning in polymer science

YQ Li, Y Jiang, LQ Wang, JF Li - Chinese Journal of Polymer Science, 2023 - Springer
Data-driven innovation has shown great power in solving problems in multifactor correlation,
convergence and optimization, synergistic and antagonistic effects, pattern and boundary …