DGrA: Lightweight Modulation Recognition Based on Hybrid Neural Networks. [PDF]
Chen X, Gao R, Xu D, Zhu H.
europepmc +1 more source
ADAPT: An Autonomous Forklift for Construction Site Operation
ABSTRACT Efficient material logistics are critical in controlling costs and schedules in the construction industry. However, manual material handling remains prone to inefficiencies, delays, and safety risks. Autonomous forklifts offer a solution to streamline on‐site logistics, reducing reliance on human operators and mitigating labor shortages.
Johannes Huemer +12 more
wiley +1 more source
Democratizing cloud data lake analytics: natural language access to Apache Iceberg via LLM agents. [PDF]
Kataria V, Kumar N.
europepmc +1 more source
Machine learning provides a unifying framework to connect structure, fluorescence properties, and applications of carbon‐based quantum dots. This review highlights how data‐driven strategies enable fluorescence regulation, reveal underlying mechanisms, and accelerate the rational design of functional carbon dots.
Liangfeng Chen +8 more
wiley +1 more source
Weighted Copula Entropy for Structural Pruning in Long-Tailed Autonomous Driving Object Detection. [PDF]
Zhou Y, Ma J, Dong H.
europepmc +1 more source
Camera traps are emerging as a useful tool for noninvasive insect monitoring; however, it remains unclear how to lure diurnal insects to traps, how to detect them upon arrival, and how camera‐based methods compare to conventional sampling. We developed a low‐cost, open‐source camera trap to monitor wild bumble bees in agricultural fields. We found that
Michael P. Getz +4 more
wiley +1 more source
A New Social Life Cycle Assessment Framework: An AI‐Driven Optimization Approach and Application
ABSTRACT Social life cycle assessment (SLCA) has increasingly been acknowledged as a tool for assessing the societal impacts of services and products. However, the fragmented nature of current approaches makes it difficult to compare this concept and its practical applications.
Flavio Vassallo Mattos +3 more
wiley +1 more source
TinyML pipeline for efficient crack classification in UAV-based structural health inspections. [PDF]
Zhang Y +6 more
europepmc +1 more source
Brain‐Inspired Neuromorphic Device for Artificial Intelligent Robots Applications
Brain‐inspired neuromorphic devices mimic biological systems to provide an efficient hardware foundation for embodied intelligent robotics. This review explores the material systems and corresponding computing architectures of neuromorphic devices that support low‐power perception, adaptive learning, and real‐time decision‐making.
Jiachen Han +3 more
wiley +1 more source
A modulation format recognition and optical signal-to-noise ratio monitoring scheme based on residual network and Taylor score pruning. [PDF]
Liang J, Bao Y.
europepmc +1 more source

