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Carbon nanomaterial‐reinforced epoxy composites exhibit pronounced piezoresistive behavior, enabling intrinsic damage sensing under cyclic and fatigue loading. This review critically compares carbon nanotube and graphene systems, correlating filler content, percolation threshold, and gauge factor with sensing stability and damage evolution.
J. M. Parente +3 more
wiley +1 more source
Large-Scale Glass-Transition Temperature Prediction with an Equivariant Neural Network for Screening Polymers. [PDF]
Long Z, Lu H, Zhang Z.
europepmc +1 more source
The effect of the A-site cation on the phase transition temperature of metal halide perovskites
Tom Braeckevelt +4 more
openalex +1 more source
Thermo-Mechanical Behavior and Strain Rate Sensitivity of 3D-Printed Polylactic Acid (PLA) below Glass Transition Temperature (Tg). [PDF]
Slavković V +4 more
europepmc +1 more source
Thermoresponsiveness Across the Physiologically Accessible Range: Effect of Surfactant, Cross-Linker, and Initiator Content on Size, Structure, and Transition Temperature of Poly(N-isopropylmethacrylamide) Microgels. [PDF]
Winning D +5 more
europepmc +1 more source
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Machine learning glass transition temperature of polyacrylamides using quantum chemical descriptors
Polymer Chemistry, 2021Polyacrylamides glass transition temperature predictions from different models, where the GPR model is from the current study. The GPR model based on quantum chemical descriptors shows a high degree of accuracy.
Yun Zhang, Xiaojie Xu
semanticscholar +1 more source
Machine learning glass transition temperature of polymethacrylates
Molecular Crystals and Liquid Crystals, 2021The glass transition temperature, Tg, is an important thermophysical property for polymethacrylates, which can be difficult to determine experimentally.
Yun Zhang, Xiaojie Xu
semanticscholar +1 more source

