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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 …
Responsive materials architected in space and time
Rationally designed architected materials have attained previously untapped territories in
materials property space. The properties and behaviours of architected materials need not …
materials property space. The properties and behaviours of architected materials need not …
Hydrogel muscles powering reconfigurable micro-metastructures with wide-spectrum programmability
Stimuli-responsive geometric transformations endow metamaterials with dynamic properties
and functionalities. However, using existing transformation mechanisms to program a single …
and functionalities. However, using existing transformation mechanisms to program a single …
Mechanical computing
Mechanical mechanisms have been used to process information for millennia, with famous
examples ranging from the Antikythera mechanism of the Ancient Greeks to the analytical …
examples ranging from the Antikythera mechanism of the Ancient Greeks to the analytical …
Towards enduring autonomous robots via embodied energy
Autonomous robots comprise actuation, energy, sensory and control systems built from
materials and structures that are not necessarily designed and integrated for …
materials and structures that are not necessarily designed and integrated for …
Mechanical integrated circuit materials
Recent developments in autonomous engineered matter have introduced the ability for
intelligent materials to process environmental stimuli and functionally adapt,,–. To formulate …
intelligent materials to process environmental stimuli and functionally adapt,,–. To formulate …
Origami-based integration of robots that sense, decide, and respond
Origami-inspired engineering has enabled intelligent materials and structures to process
and react to environmental stimuli. However, it is challenging to achieve complete sense …
and react to environmental stimuli. However, it is challenging to achieve complete sense …
The design, manufacture and application of multistable mechanical metamaterials-a state-of-the-art review
Multistable mechanical metamaterials are a type of mechanical metamaterials with special
features, such as reusability, energy storage and absorption capabilities, rapid deformation …
features, such as reusability, energy storage and absorption capabilities, rapid deformation …
A mechanical metamaterial with reprogrammable logical functions
Embedding mechanical logic into soft robotics, microelectromechanical systems (MEMS),
and robotic materials can greatly improve their functional capacity. However, such logical …
and robotic materials can greatly improve their functional capacity. However, such logical …
Programmable mechanical devices through magnetically tunable bistable elements
Mechanical instabilities, especially in the form of bistable and multistable mechanisms, have
recently garnered a lot of interest as a mode of improving the capabilities and increasing the …
recently garnered a lot of interest as a mode of improving the capabilities and increasing the …