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
Hybrid Continuum Robot Designs and Architectures for Healthcare Applications
Hybrid continuum robots represent an emerging class of flexible manipulators that blend materials, structures, and actuation concepts from the established fields of soft and continuum robotics. This review introduces an accessible framework to distinguish key hybridization approaches, surveys current designs aimed at complex clinical applications, and ...
Burak Ozdemir +4 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
Cross‐Scale Hierarchical Targeted Delivery System Based on Small‐Scale Magnetic Robots
This article reviews a cross‐scale hierarchical targeted delivery system that integrates magnetic continuum robots and magnetic microrobots. By combining rapid long‐range navigation with precise microscale targeting, the system overcomes key limitations of single‐scale approaches.
Junjian Zhou +4 more
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
Anomaly detection in urban lighting systems using autoencoder and transformer algorithms. [PDF]
Śmiałkowski T, Czyżewski A.
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
Intrusion Detection in the Internet of Things: A Comprehensive Review of Techniques, Architectures, Datasets, and Emerging Trends. [PDF]
Komal A, Li S.
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
Survival Models for Predictive Maintenance and Remaining Useful Life in Sensor-Enabled Smart Energy Networks: A Review. [PDF]
Shadi MR +3 more
europepmc +1 more source

