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
Valorization of post-distillation <i>Helichrysum italicum</i> biomass for functional beverage infusions. [PDF]
Kenig S +9 more
europepmc +1 more source
Autonomous field robots equipped with ISFET‐based sensors enable rapid, spatially resolved soil nutrient analysis directly in the field. An automated system based on the BoniRob platform is presented for standardized on‐site extraction and measurement of key macronutrients and soil pH.
Vadim Riedel +3 more
wiley +1 more source
Distilling First-Principles Accuracy into Compact Machine Learning Potentials for Condensed-Phase Chemistry. [PDF]
Chen S, O'Neill N, Shi BX, Kapil V.
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
A Review on Ylang-Ylang (<i>Cananga odorata</i>) Essential Oil, Its Applications, and Extraction Methods. [PDF]
Shabanloo R +3 more
europepmc +1 more source
Toward Mechanical Intelligence in Robotics
Robots can use their physical bodies to perform functions usually assigned to electronic sensors and controllers. This perspective defines mechanical intelligence through three core operations: filtering inputs, routing mechanical signals, and switching between states.
Xinyi Yang +5 more
wiley +1 more source
DeStyle: A Unified Decoupled Framework for Style Transfer via Singular Value Purification and Attention-Guided Distillation. [PDF]
Liu X, Xian T, Geng X, Zhao D, Liu W.
europepmc +1 more source
This study identified Danofloxacin as a novel supporter of the maintenance of mouse embryonic stem cell (ESC) pluripotency. It functions partially by inhibiting HDAC1, which increases specific histone acetylation marks and activates key genes like Tert and Prdm10.
Yan Zhang +8 more
wiley +1 more source
Deep Learning for Snake Species Identification to Support Snakebite Treatment: A Comparative Study of Efficient CNN and Vision Transformer Architectures. [PDF]
Theera-Ampornpunt N +2 more
europepmc +1 more source

