AIMC Topic: Engineering

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Actuation of untethered pneumatic artificial muscles and soft robots using magnetically induced liquid-to-gas phase transitions.

Science robotics Apr 15, 2020
Pneumatic artificial muscles have been widely used in industry because of their simple and relatively high-performance design. The emerging field of soft robotics has also been using pneumatic actuation mechanisms since its formation. However, these ...
Humans Hand Strength Muscle, Skeletal Robotics Magnetite Nanoparticles Equipment Design Models, Biological Artificial Organs Magnetics Thermodynamics Phase Transition Engineering
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Machine learning and data science in soft materials engineering.

Journal of physics. Condensed matter : an Institute of Physics journal Jan 31, 2018
In many branches of materials science it is now routine to generate data sets of such large size and dimensionality that conventional methods of analysis fail. Paradigms and tools from data science and machine learning can provide scalable approaches...
Machine Learning Software Algorithms Entropy Engineering
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Training and operation of an integrated neuromorphic network based on metal-oxide memristors.

Nature May 7, 2015
Despite much progress in semiconductor integrated circuit technology, the extreme complexity of the human cerebral cortex, with its approximately 10(14) synapses, makes the hardware implementation of neuromorphic networks with a comparable number of ...
Humans Neural Networks, Computer Algorithms Metals Models, Neurological Oxides Equipment Design Semiconductors Electronics Nanotechnology Biomimetics Synapses Transistors, Electronic Engineering
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