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Mechanical metamaterials and beyond
Mechanical metamaterials enable the creation of structural materials with unprecedented
mechanical properties. However, thus far, research on mechanical metamaterials has …
mechanical properties. However, thus far, research on mechanical metamaterials has …
Deep learning in mechanical metamaterials: from prediction and generation to inverse design
Mechanical metamaterials are meticulously designed structures with exceptional
mechanical properties determined by their microstructures and constituent materials …
mechanical properties determined by their microstructures and constituent materials …
Flexible metamaterial electronics
Over the last decade, extensive efforts have been made on utilizing advanced materials and
structures to improve the properties and functionalities of flexible electronics. While the …
structures to improve the properties and functionalities of flexible electronics. While the …
[HTML][HTML] A review of artificial neural networks in the constitutive modeling of composite materials
Abstract Machine learning models are increasingly used in many engineering fields thanks
to the widespread digital data, growing computing power, and advanced algorithms. The …
to the widespread digital data, growing computing power, and advanced algorithms. The …
Wave manipulation in intelligent metamaterials: recent progress and prospects
Metamaterials (MMs), which include phononic crystals (PCs) as a particular type, exhibit
anomalous wave propagation properties through artificial design of topologies or lattice …
anomalous wave propagation properties through artificial design of topologies or lattice …
Rational designs of mechanical metamaterials: Formulations, architectures, tessellations and prospects
Abstract Mechanical Metamaterials (MMs) are artificially designed structures with
extraordinary properties that are dependent on micro architectures and spatial tessellations …
extraordinary properties that are dependent on micro architectures and spatial tessellations …
Acoustic and mechanical metamaterials for energy harvesting and self-powered sensing applications
Metamaterials are artificially engineered structures that exhibit extraordinary properties
beyond the constituent materials, making them attractive for various applications in optics …
beyond the constituent materials, making them attractive for various applications in optics …
Recent progress in acoustic metamaterials and active piezoelectric acoustic metamaterials-a review
Acoustic metamaterials, structured to produce anomalous reflection and refraction indices
that are not found in conventional materials, are gaining prominence in engineering …
that are not found in conventional materials, are gaining prominence in engineering …
Intelligent on-demand design of phononic metamaterials
With the growing interest in the field of artificial materials, more advanced and sophisticated
functionalities are required from phononic crystals and acoustic metamaterials. This implies …
functionalities are required from phononic crystals and acoustic metamaterials. This implies …
[HTML][HTML] Emerging artificial intelligence in piezoelectric and triboelectric nanogenerators
P Jiao - Nano Energy, 2021 - Elsevier
Piezoelectric nanogenerators (PENG) and triboelectric nanogenerators (TENG) have
opened an exciting venue to sustainably harvest electrical energy from the environments …
opened an exciting venue to sustainably harvest electrical energy from the environments …