Mechanical neural networks: Architected materials that learn behaviors
Sign Up to like & getrecommendations! Published in 2022 at "Science Robotics"
DOI: 10.1126/scirobotics.abq7278
Abstract: Aside from some living tissues, few materials can autonomously learn to exhibit desired behaviors as a consequence of prolonged exposure to unanticipated ambient loading scenarios. Still fewer materials can continue to exhibit previously learned behaviors… read more here.
Keywords: neural networks; networks architected; mechanical neural; architected materials ... See more keywords
Mechanical neural networks: An overview of self-learning metamaterials
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Intelligent Material Systems and Structures"
DOI: 10.1177/1045389x251332439
Abstract: This work provides an overview of the progress made in the emerging field of mechanical neural networks (MNNs). Inspired by the mathematical layout of artificial neural networks (ANNs), MNNs consist of a physical network of… read more here.
Keywords: overview self; neural networks; self learning; networks overview ... See more keywords