The application of
the serpentine mesh layout in stretchable electronics
provides a feasible method to achieve the desired stretchability by
structural design instead of modifying the intrinsic mechanical properties
of the applied materials. However, previous works using the serpentine
layout mainly focused on the optimization of structural stretchability.
In this paper, the serpentine mesh design concept is used to transform
the high-performance but hard-to-stretch piezoelectric film into a
stretchable form. The serpentine layout design strategies for the
piezoelectric film, which aim at not only desired stretchability but
also high utilization of the strain in the piezoelectric film during
deformation, are discussed with experimental and computational results.
A stretchable micromotion sensor with high sensitivity is realized
using the piezoelectric film with a serpentine layout. Human voice
recognition applications of the sensor, including speech pattern recognition
with machine learning, are demonstrated with the sensor integrated
with a wireless module. The stretchable micromotion sensor with a
serpentine layout illustrates the broader application of serpentine
layout design in the functional materials of stretchable electronics,
which can further extend the range of available functional materials
for novel stretchable electronic devices.
Summary
Short text similarity plays an important role in natural language processing (NLP). It has been applied in many fields. Due to the lack of sufficient context in the short text, it is difficult to measure the similarity. The use of semantics similarity to calculate textual similarity has attracted the attention of academia and industry and achieved better results. In this survey, we have conducted a comprehensive and systematic analysis of semantic similarity. We first propose three categories of semantic similarity: corpus‐based, knowledge‐based, and deep learning (DL)‐based. We analyze the pros and cons of representative and novel algorithms in each category. Our analysis also includes the applications of these similarity measurement methods in other areas of NLP. We then evaluate state‐of‐the‐art DL methods on four common datasets, which proved that DL‐based can better solve the challenges of the short text similarity, such as sparsity and complexity. Especially, bidirectional encoder representations from transformer model can fully employ scarce information of short texts and semantic information and obtain higher accuracy and F1 value. We finally put forward some future directions.
Recently, two special photonic jets, photonic hooks and twin photonic jets, have been proposed to deal with complex conditions in nanoscale manipulation. Photonic hooks are generated by a single light plane wave and an asymmetric microparticle, while the twin photonic jets are produced by two incident light beams. In this letter, we presented and demonstrate a method to combine photonic hooks and twin photonic jets. A single light plane wave and a symmetric microparticle, twin-ellipse microcylinder, are used in this research. The curvature degree, length and maximum E 2 filed enhancement of twin photonic hooks are varied significantly, with the change of refractive indices and shape of twin-ellipse microcylinder. And a liquid-immersed core-shell is built to achieve a flexible tunability. _____________________________ a) Electronic
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