Agentic workflows will need a principled account of how data relates to scientific inference. We benchmark thirteen off‐the‐shelf compression implementations; the best already sits within 2.5×$\times$ of the entropy bound. We propose inference‐sufficient representations: model‐based representation, employing abductive inference, can reduce storage a ...
Ondrej Dyck +5 more
wiley +1 more source
A Survey on Security Threats and Mitigation Mechanisms for Smart Hospitals in the 6G Era. [PDF]
Maraziotis O +3 more
europepmc +1 more source
Forest Composition Controls on Water Security in Nepal's Middle Hills
ABSTRACT Montane watersheds in the Himalayan region are becoming increasingly vulnerable to hydroclimatic extremes that cause floods, landslides, droughts and seasonal water scarcity. These risks are compounded by ecohydrological transformation resulting from shifts in forest composition, notably the widespread establishment of pine plantations, as ...
Tejendra Kandel +2 more
wiley +1 more source
AI-Driven Digital Twin Architecture for Multimodal Prediction and Adaptive Intervention in Cognitive Aging. [PDF]
Liu Y, Yan K, Ma S, Deng H, Kong J.
europepmc +1 more source
Biological Flora of New Zealand 17: Kunzea ericoides (Myrtaceae), Kānuka
This review summarises the taxonomic status, morphology, physiology, ecology, plant communities, mycological, invertebrate and vertebrate interactions and human use of the New Zealand endemic tree Kunzea ericoides (A. Rich.) Joy Thomps. (kānuka) (Myrtaceae).
P. J. Bellingham +8 more
wiley +1 more source
Integrated Sensing and Communication for 6G V2X Networks: A Comprehensive Survey of Architectures, Security, and Multi-Modal AI. [PDF]
Şen F, Basgumus A, Namdar M.
europepmc +1 more source
Abstract Multispectral three‐dimensional (3D) imaging offers substantial potential for plant phenotyping, yet manual segmentation of plant organs remains a bottleneck in breeding programs. We developed a color‐based filtering workflow for faba bean (Vicia faba L.) point clouds that optimizes lower and upper thresholds of spectral indices and broadband ...
Lennart Scheer +6 more
wiley +1 more source
The Evolving Security of the Internet of Vehicles: A Survey from Classical Machine Learning to Large Language Models, Adversarial Robustness, and Explainable AI. [PDF]
Sani MS, Iranmanesh S, Raad R.
europepmc +1 more source
Abstract Accurate and scalable phenotyping is essential for accelerating genetic gain in soybean (Glycine max (L.) Merr.) breeding programs. Traditional methods for estimating physiological maturity are labor‐intensive and prone to subjectivity, limiting throughput and consistency. This study evaluates the potential of high‐resolution satellite imagery
Anastasios Mazis +6 more
wiley +1 more source
Intelligent Real-Time Healthcare and Biomedical Monitoring Systems: A Narrative Review of AI, IoT, and Emerging Technologies. [PDF]
Elhanashi A, Saponara S.
europepmc +1 more source

