concept
active
concept:auxetic-materialsAuxetic materials
Materials with negative Poisson's ratio that contract laterally when stretched; trained through physical learning by imposing desired deformation
Neighborhood — ranked by edge-count
Methods (1)
method
- Directed agingaboutUnsupervised physical learning process where elastic networks are held in desired configuration while strained bonds soften, reducing system energy
Concepts (1)
concept
- Elastic networksassociated_withSpring networks and mechanical systems used to demonstrate physical learning through modifications of bond stiffnesses in response to strain
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- The view that biological substrates have intrinsic competencies, computational abilities, and homeodynamic setpoints, not merely passive matter.
- Light-gated ion channels used to control bioelectric states and dissect cellular computation.
- Bioelectric signaling in somatic cells that mediates morphogenesis.
- Use of locally available, untreated wood, rock, and plant material in restoration structures (principle 7).
- Empirical game-theory benchmark with a pilot task on scarce resource allocation through multi-round auctions, cited.
- Synthetic morphology with agential materials (Davies & Levin, Nature Reviews Bioengineering 2023)concept0.659Paper on engineering with agential biological materials
- Soodak and Iberall's physical science for complex systems.