[HTML][HTML] Advances in 3D/4D printing of mechanical metamaterials: From manufacturing to applications
Mechanical metamaterials are a class of functional materials with designability and
extraordinary mechanical properties. Due to the manufacturing limitation of traditional …
extraordinary mechanical properties. Due to the manufacturing limitation of traditional …
[HTML][HTML] Mechanical metamaterials with topologies based on curved elements: An overview of design, additive manufacturing and mechanical properties
The design of metamaterials involves the optimal distribution of material inside a volume;
therefore, it has benefited from the development of Additive Manufacturing (AM) techniques …
therefore, it has benefited from the development of Additive Manufacturing (AM) techniques …
Bionic polycellular structures for axial compression
Many traditional thin-walled structures have the disadvantages of excessive force drop after
the initial peak and large structural mass (SM). Inspired by bamboo and lotus root …
the initial peak and large structural mass (SM). Inspired by bamboo and lotus root …
A review of inverse problems for generalized elastic media: formulations, experiments, synthesis
Starting from the seminal works of Toupin, Mindlin and Germain, a wide class of generalized
elastic models have been proposed via the principle of virtual work, by postulating …
elastic models have been proposed via the principle of virtual work, by postulating …
Quasi-static crushing behavior of novel circular double arrowed auxetic honeycombs: Experimental test and numerical simulation
F Jiang, S Yang, C Ding, C Qi - Thin-Walled Structures, 2022 - Elsevier
Double arrowed honeycomb (DAH) is a typical auxetic material with negative Poisson's ratio
(NPR) and excellent mechanical properties, showing a wide application prospect in …
(NPR) and excellent mechanical properties, showing a wide application prospect in …
Controlling auxeticity in curved-beam metamaterials via a deep generative model
Lattice-based mechanical metamaterials are known to exhibit quite a unique mechanical
behavior owing to their rational internal architecture. This includes unusual properties such …
behavior owing to their rational internal architecture. This includes unusual properties such …
[HTML][HTML] Synthetic meets authentic: Leveraging LLM generated datasets for YOLO11 and YOLOv10-based apple detection through machine vision sensors
Training machine learning (ML) models for artificial intelligence (AI) and computer vision-
based object detection process typically requires large, labeled datasets, a process often …
based object detection process typically requires large, labeled datasets, a process often …
[HTML][HTML] Deep reinforcement learning for the rapid on-demand design of mechanical metamaterials with targeted nonlinear deformation responses
Mechanical metamaterials are artificial materials with unique global properties due to the
structural geometry and material composition of their unit cell. Typically, mechanical …
structural geometry and material composition of their unit cell. Typically, mechanical …
Mechanical metamaterial systems as transformation mechanisms
Research in mechanical metamaterials has achieved extreme, unprecedented properties by
exploiting inhomogeneity in the form of periodic structures, enabled by advances in digital …
exploiting inhomogeneity in the form of periodic structures, enabled by advances in digital …
[HTML][HTML] Deep reinforcement learning for the design of mechanical metamaterials with tunable deformation and hysteretic characteristics
Mechanical metamaterials are regularly implemented in engineering applications due to
their unique properties derived from their structural geometry and material composition. This …
their unique properties derived from their structural geometry and material composition. This …