Scientific Reports

eMARL: entanglement-assisted multi-agent learning for zero-signaling coordination in 6G edge networks

Lightweight dual-branch attention and dynamic resource-aware scheduling for edge-deployed visual communication in cultural creative industries

Abstract The deployment of deep learning-based visual communication systems in cultural creative scenarios demands both high perceptual quality and real-time responsiveness, yet edge...

SA-TransU²Net: a rock thin section grain segmentation network based on multi-scale RSU and global context enhancement

An interpretable machine learning model for early prediction of ESBL-producing bacteraemia in the emergency department

Machine learning-based analysis of oral rinse samples to identify candidate proteomic signatures for severe periodontitis: a pilot study

Prediction and field application of water-conducting fracture zone height using a PSO-BP neural network optimised by dynamic mutation

Downregulation of cytokine responses and STAT signaling in children with sickle cell disease

Abstract Sickle cell disease (SCD) is characterized by chronic inflammation and immune dysfunction, yet the underlying signaling defects and their relationship w...

Smart skies: optimizing autonomous AUAV positioning for robust IoT connectivity in next-gen cities

Induction of paraptotic cell death in breast cancer cells by an iron chelator involved activation of UPR/MAPK pathway and inactivation of PI3K/AKT/mTOR

“Cell-free extracts from probiotics modulate miR-21 and miR-155 and tumor suppressors PDCD4 and PTEN in breast cancer”

Adaptive feature fusion of ResNet50 and vision transformer for robust agricultural pest classification

Tibial cortex transverse transport-derived small extracellular vesicles promote diabetic wound healing by enhancing angiogenesis and suppressing inflammation

Machine learning-based prognosis and early death prediction in de novo stage IV breast cancer patients with bone metastasis: a SEER database and multicentre retrospective study

Climate smart agricultural practices reduce technical inefficiency among smallholder vegetable farmers in Northwest Ethiopia

Market trading method for hydrogen production and refueling integrated station operator under hydrogen sharing mechanism

Cross-domain edge AI framework for unified threat intelligence in smart grid-EV- VANET ecosystems using lightweight federated learning

AFD-Net: a robust exchange rate forecasting framework integrating frequency-domain decomposition and attention mechanisms with linear modeling

Tuning intrinsic water permeation barriers in nanoporous graphene via systematic pore-edge modification: a first-principles study

Comprehensive knowledge of PMTCT among reproductive-age women in eight sub-Saharan African countries using multilevel analysis of Demographic and Health Surveys

A study on the curves of scaling behavior of fractal cities

Physarum-based approach to distributed optimal transport on graphs

A health ecological model study of subjective cognitive decline among hypertensive patients in rural Shanxi, China

Neuro-fuzzy adaptive model predictive control for enhanced voltage stability in transmission systems

Discovery of a novel sulfur-oxidizing endosymbiont (Ca. Vesicomyosocius atacamensis) associated with a newly described Archivesica species from the Atacama Trench

Abstract Here we report the microbiome composition and lipid (molecular and isotopic) profile of gills from Archivesica s...

Research on enterprise informatization architecture of RV reducer integrating edge computing and big data technology