Revealing new depths of information with indentation mapping of microstructures. [PDF]
Rossi E +4 more
europepmc +1 more source
Machine‐Learning‐Based, Feature‐Rich Prediction of Alumina Microstructure from Hardness
Herein, high‐performance generative adversarial network (GAN), named ‘Microstructure‐GAN’, is demonstrated. After training, the high‐fidelity, feature‐rich micrographs can be predicted for an arbitrary target hardness. Microstructure details such as small pores and grain boundaries can be observed at the nanometer scale in the predicted 1000 ...
Xiao Geng +10 more
wiley +1 more source
Effects of temperature and confinement mechanisms on the deformation of selective laser melting 3D printed SS316 using finite element analysis. [PDF]
Saxena A +10 more
europepmc +1 more source
Flexible tactile sensors have considerable potential for broad application in healthcare monitoring, human–machine interfaces, and bioinspired robotics. This review explores recent progress in device design, performance optimization, and intelligent applications. It highlights how AI algorithms enhance environmental adaptability and perception accuracy
Siyuan Wang +3 more
wiley +1 more source
A Comprehensive Review of the Nano-Abrasives Key Parameters Influencing the Performance in Chemical Mechanical Polishing. [PDF]
Bellahsene H +5 more
europepmc +1 more source
Active Whisker‐Inspired Food Material Surface Property Measurement Using Deep‐Learned Mechanosensor
Herein, a new application is proposed for an active whisker sensor that mimics the movement of rat whiskers. The whiskers, which are deformed by contact with an object, provide information about surface properties. It is shown that active whisker sensors can be useful in the food industry, and data identification is performed using deep learning ...
Jieun Park +13 more
wiley +1 more source
Influence of Dissipated Energy on the Bonding Strength of Cold-Sprayed Titanium Coatings on Selected Metallic Substrates. [PDF]
Makrenek M.
europepmc +1 more source
Haptic Perception via the Dynamics of a Flexible Body Inspired by an Ostrich's Neck
Inspired by avian anatomy, this study uses a flexible robotic neck to investigate haptic perception driven by musculoskeletal dynamics. By applying physical reservoir computing, the robot encodes external force interactions into its body dynamics, allowing effective object classification.
Kazashi Nakano +3 more
wiley +1 more source
On the novel finding of two modified-Nix-Gao models for indentation size effect. [PDF]
Wang P, Pan Q.
europepmc +1 more source
Toward a functional understanding of novel fire regimes in tropical forests
Abstract Climate change and land‐use alterations are driving forest fires to unprecedented frequencies and intensities worldwide. Even wet tropical forests—historically rarely subjected to fire—are increasingly experiencing fire disturbances. The impact of wildfires on these forests is likely large, since many of their tree species are not adapted to ...
David Pacuk +3 more
wiley +1 more source

