This review maps the methods to monitor robots’ health by fusing vibration, sound, control signals, vision, force, and oil information with artificial intelligence. It identifies deep learning, transfer learning, digital twins, and physics‐informed models as key methodological pathways enabling earlier diagnosis, safer human–robot collaboration, and ...
Yuting Qiao +6 more
wiley +1 more source
Two noir juice color-associated markers identified from a 'Chambourcin'-based population demonstrate broad applicability across <i>Vitis</i> germplasm. [PDF]
Yang Q +4 more
europepmc +1 more source
We proposed a Mixed Reality Sensorized Laryngoscope Training System to provide real‐time holographic torque feedback during pediatric endotracheal intubation simulation. Visualization formats are evaluated to reduce tracking error and visual demand.
Jiaqi Li +5 more
wiley +1 more source
Grapevine rootstocks are a promising strategy for phytostabilization in soils contaminated with cadmium. [PDF]
Elatafi E +9 more
europepmc +1 more source
Learning‐Based Soft Robotic Grasping: Recent Progress and Remaining Challenges
This review analyzes learning‐based soft robotic grasping from a pipeline‐oriented perspective, encompassing soft gripper design, multimodal sensing, and learning‐based planning and control. It surveys key neural network architectures and benchmark datasets and identifies critical challenges such as sim‐to‐real transfer, generalization, and continual ...
Arnab Majumder +3 more
wiley +1 more source
High-Resolution Chloroplast SNV Profiling of 409 Grapevine (<i>Vitis vinifera</i> L.) Cultivars Using Whole-Genome Shotgun Sequencing. [PDF]
Rudolf Pilih K +15 more
europepmc +1 more source
Flexible Sensors for Robotics Tactile Perception: A Review
Flexible tactile sensing for robotics is reviewed through four interconnected dimensions. Physical mechanisms include piezoresistive, capacitive, piezoelectric, triboelectric, iontronic, and optical sensing. Structural design includes bioinspired, defect‐based, and MEMS‐based tactile systems.
Yu Song, Ying Chen, Yihao Chen, Xue Feng
wiley +1 more source
<i>VyMYB24</i> Integrates Antioxidant Defense and Cold Acclimation Networks to Enhance Freezing Tolerance in Chinese Wild Grape <i>Vitis yeshanensis</i> 'Yanshan'. [PDF]
Gai R +6 more
europepmc +1 more source
IGFBP4 is upregulated in granulosa cells of aged ovaries across monkeys, mice, and humans. It inhibits YAP signaling, thereby suppressing cell proliferation and contributing to follicular dysfunction. Deletion of Igfbp4 in granulosa cells enhances ovulatory output, improves hormone profiles, and reproductive performance in aged female mice, suggesting ...
Qianhui Hu +8 more
wiley +1 more source
Phased T2T genome of a tetraploid grapevine reveals segmental allopolyploid origin and allele-specific alternative splicing during fruit development. [PDF]
Zhang Y +22 more
europepmc +1 more source

