ReviewPublished 2 October 2026Intelligent defense at the edge: a comprehensive survey of federated learning, TinyML and explainable AI for intrusion detection in IoT and IIoT ecosystemsS. Sarath Kumar · M. Asha JerlinFrontiers in Artificial Intelligencedoi 10.3389/frai.2026.1900815
Original ResearchPublished 2 October 2026Visual measurement network for intelligent cockpit driving state combining lightweight temporal convolution and cross-granularity state mappingTi HanFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1972239
Original ResearchPublished 1 October 2026Design of real-time safety behavior monitoring and violation identification system for construction sites combining YOLOv8-Seg and DeepSORTZhao Huang · Na Geng · Lai WeiFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1897663
Original ResearchPublished 29 September 2026Hybrid multi-model framework with knowledge distillation for precise and efficient sickle cell detectionMetta Manikanta Karthikeya Reddy · Cherukuri Krishna Lathvik · Arumuga Arun R · Karthik KFrontiers in Digital Healthdoi 10.3389/fdgth.2026.1938284
ReviewPublished 7 September 2026AI-driven cybersecurity for industrial internet of things: architectures, challenges, datasets, and future research directionsSiddhartha Singhal · Kakelli Anil KumarFrontiers in Big Datadoi 10.3389/fdata.2026.1938279
Mini ReviewPublished 24 August 2026Bridging the edge–cloud gap: adaptive AI for robust image and audio wildlife monitoringDelia Velasco-Montero · Jorge Fernández-Berni · Rajesh Sankaran · Javier Bustamante · Peter BeckmanFrontiers in Conservation Sciencedoi 10.3389/fcosc.2026.1837914
High Performance ComputingPublished 12 March 2025End-to-end deep learning pipeline for real-time Bragg peak segmentation: from training to large-scale deploymentCong Wang · Valerio Mariani · Frédéric Poitevin · Matthew Avaylon · Jana ThayerFrontiers in High Performance Computingdoi 10.3389/fhpcp.2025.1536471
