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edge computing

2,752 papers

#edge computing Book Oct 2026

Quantum-Powered Diagnostics: Speed and Accuracy in Disease Detection

Quantum computing and diagnostic technologies are two fields that are being integrated to redefine the possibilities of modern medicine, especially the speed and accuracy with which the disease can be identified. In this chapter, the authors are talking about the quantum computing revolution, along with its other appli...

Aumansh Vijayendra Gupta, Aditi Kohli, Deepak Kumar Verma et al. · 0 citations
#edge computing Open access Oct 2026

Dual-Granularity Local Differential Privacy for Secure Distributed Graph Publishing in Decentralized Network Systems

Decentralized social, interaction, and edge-assisted graphs are commonly stored as local neighbor views rather than as a trusted centralized graph, making privacy-preserving collection and useful graph publication difficult. This paper presents DDP-DGP, an integrative dual-granularity local differential privacy framewo...

Zhihua Chang · 0 citations
#edge computing Open access Oct 2026

A Lightweight Asymmetric RGB–Thermal Multi-Scale Detection Network for UAV Forest Fire Monitoring

Forest fires pose severe threats to ecological systems and human safety, yet existing UAV-based detectors struggle to balance accuracy and real-time performance due to severe target scale variations and limited edge computing resources. This paper proposes YOLO-ATF, a lightweight asymmetric RGB–thermal multi-scale dete...

Shui-Feng Zhang, Yu Gao, Yu-Bao Wu et al. · 0 citations
#edge computing Open access Oct 2026

Normal values of femoral head coverage angles on three-dimensional computed tomography images

Introduction Identifying novel diagnostic parameters is essential to address the inaccuracies related to femoral head coverage angle measurements using conventional methods. This study aimed to propose new femoral head coverage landmarks on 3D pelvic CT images in a Korean population and to present reference values base...

Seohyun Choi, Seon Min Lee, Young Jae Kim et al. · 0 citations
#edge computing Open access Oct 2026

A non-biomineralized trilobitomorph euarthropod (Helmetiida) with appendicular morphology from the early Cambrian Chengjiang biota, China

Abstract Helmetiida is a major group of Trilobitomorpha and Artiopoda known from Cambrian Burgess Shale-type Lagerstätten. Phylogenetic studies have suggested that they are closely related to trilobites as their possible sister taxon. With seven genera and eight species, Helmetiida has only been found in the Burgess Sh...

Yuyan Zhu, Han Zeng, Yao Liu et al. · 0 citations
#edge computing Oct 2026

On Edge Coloring of Signed Generalized Book Graphs and Signed Complete Graphs

A signed graph [Formula: see text] consists of graph [Formula: see text] and signature [Formula: see text]. An incidence of [Formula: see text] is a pair [Formula: see text], where [Formula: see text] is one of the end vertices of edge [Formula: see text]. A proper [Formula: see text]-edge coloring [Formula: see text]...

Deepak Sehrawat · 0 citations
#diffusion models Editorial Open access Oct 2026

Editorial: Reviews in batteries and electrochemistry volume II

A central theme is safer battery design through material and structural innovation. Myeong et al. introduce a fire-extinguishing current collector coated with melamine polyphosphate (MPP) for lithium-ion batteries. Their work demonstrates that integrating a flame-retardant layer directly onto the Al current collector c...

Christopher Johnson, Jung Ho Kim, Cheng Yang-Tse · 0 citations
#graph neural networks Book Oct 2026

AI-Driven Threat Detection Architecture

The rapid proliferation of digital infrastructure, spanning cloud computing, the Internet of Things (IoT), edge networks, and mobile platforms, has dramatically expanded the attack surface available to cybercriminals. Traditional signature-based intrusion detection systems, while effective against known threats, are fu...

Akashdeep Bhardwaj, Keshav Sinha, Sumitra · 0 citations

From tech blogs

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MIT News · Artificial Intelligence Oct 15, 2026

AI model decodes the language cells use to communicate

A new computational approach reveals how cells communicate to assemble into tissues. This could accelerate stem cell engineering, improve disease models, and inform therapies.

Microsoft Research Blog Oct 15, 2026

Proof-based general-purpose computing with Magnetar

Zero-knowledge proofs can verify computing results without rerunning workloads or exposing sensitive data. Magnetar helps bring them into the mainstream with support for standard programming languages, major speed gains, and quantum-resistant security. The post Proof-based general-purpose computing with Magnetar appeared first on Microsoft Research.

Microsoft Research Blog Oct 6, 2026

What AI gets wrong and what failure teaches us

Jennifer Neville did not want to go into computer science—but that’s exactly where she landed. Neville discusses the starts and stops that led to her professional sweet spot and her work identifying “surprising failures” making it hard for AI to handle complexity.  The post What AI gets wrong and what failure teaches us appeared first on Microsoft Research.

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