From Lab to Landscape: Environmental Biohybrid Robotics for Ecological Futures
This Perspective explores environmental biohybrid robotics, integrating living tissues, microorganisms, and insects for operation in real‐world ecosystems. It traces the leap from laboratory experiments to forests, wetlands, and urban environments and discusses key challenges, development pathways, and opportunities for ecological monitoring and ...
Miriam Filippi
wiley +1 more source
Improved Weighted Quantum Whale Optimization with vision transformer for intrusion detection, atmospheric monitoring and recommendation in smart agriculture. [PDF]
Menaka A, Sakthivel K.
europepmc +1 more source
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
KG-FT-Transformer: a knowledge-guided feature tokenizer transformer for hyperspectral prediction of lettuce quality trait and fingerprint analysis. [PDF]
Qiu G +5 more
europepmc +1 more source
Functional Fibers in Soft Robotics: Advances in Material, Structural, and Systemic Tactics
Fiber‐form robotic systems offer a scalable pathway toward embodied intelligence in soft robotics. This review surveys functional fibers as material, structural, and systemic elements, highlighting advances in responsive materials, architectural programing, and fabrication strategies.
Joonhee Won +5 more
wiley +1 more source
DEENet: an edge-enhanced CNN-Transformer dual-encoder model for steel surface defect detection. [PDF]
Pan W +6 more
europepmc +1 more source
Precise energy modeling and green retrofitting optimization of existing buildings based on BIM and deep learning approaches. [PDF]
Ge X, Syed Zakaria SA, Wang C, Zhu M.
europepmc +1 more source
Box-meter integrated solution for power data imputation through device design and deep learning integration. [PDF]
Gao C, Lin H, Lin Y.
europepmc +1 more source
The self supervised multimodal semantic transmission mechanism for complex network environments. [PDF]
Zou J, Wan Z, Wang F, Ye S, Liu S.
europepmc +1 more source
Hallucination-aware learning and latency optimization transformer (HALL-OPT) for real-time edge intelligence. [PDF]
Algawiaz D.
europepmc +1 more source

