This paper presents a computer vision (deep learning) pipeline integrating YOLOv8 and YOLOv9 for automated detection, segmentation, and analysis of rosette cellulose synthase complexes in freeze‐fracture electron microscopy images. The study explores curated dataset expansion for model improvement and highlights pipeline accuracy, speed ...
Siri Mudunuri +6 more
wiley +1 more source
Homogenised balance equations for nematic liquid crystal flow in elastic porous media. [PDF]
Alwady M, Mottram NJ, Penta R.
europepmc +1 more source
Evolution of Physical Intelligence Across Scales
By following the evolution of physical intelligence across scales, this article shows how intelligence arises from materials, structures, physical interactions, and collectives. It establishes physical intelligence as the evolutionary foundation upon which embodied intelligence is built.
Ke Liu +7 more
wiley +1 more source
Smart Bioinspired Material‐Based Actuators: Current Challenges and Prospects
This work gathers, in a review style, an extensive and comprehensive literature overview on the development of autonomous actuators based on synthetic materials, bringing together valuable knowledge from several studies. Furthermore, the article identifies the fundamental principles of actuation mechanisms and defines key parameters to address the size
Alejandro Palacios +4 more
wiley +1 more source
Brain functional-structural gradient coupling reflects development, behavior and genetic influences. [PDF]
Gao S +6 more
europepmc +1 more source
A Two‐Stage Characterization Pipeline and Open‐Source Framework for Reproducible Tactile Sensing
The same soft tactile sensor returns different numbers when embodied in different robots. This is an Embodiment Gap that no shared framework currently captures transparently. A two‐stage characterization pipeline, paired with a FAIR open‐source digital datasheet, decouples intrinsic sensor behavior from embodiment effects and condenses cross‐laboratory
Matteo Lo Preti +6 more
wiley +1 more source
A multiscale theory for network advection- reaction-diffusion. [PDF]
Oliveri H, Cozzolino E, Goriely A.
europepmc +1 more source
Topological signatures differentiating episodic and chronic phenotypes in migraine without aura: a multi-scale analysis revealing divergent network profiles. [PDF]
Lin C +14 more
europepmc +1 more source
Poroelasticity derived from the microstructure for intrinsically incompressible constituents. [PDF]
Penta R +3 more
europepmc +1 more source

