Original ResearchPublished 7 October 2026GSDD-net: an efficient feature extraction method for gear-surface defects in complex industrial environmentsKesheng Wang · Huawei Zhang · Tong Yang · Peng Shen · Yongxiang ZhaoFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1983450
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
Original ResearchPublished 28 September 2026Collaborative short-term load forecasting with large and lightweight models under abrupt meteorological change scenariosJiaxin Li · Jinjun Linghu · Pengjie Wei · Chenguang Shi · Haichao HuangFrontiers in Energy Researchdoi 10.3389/fenrg.2026.1966347
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
Original ResearchPublished 12 August 2026Impact of quantization on various CNN architectures for bone fracture detectionSushil Krishnan · Yokesh Babu SundaresanFrontiers in Medical Technologydoi 10.3389/fmedt.2026.1892595
Original ResearchPublished 16 June 2026DSPE-ViT: a lightweight vision transformer with dynamic sparse positional encoding for dense small object detection in UAV imageryLiya Cai · Shuping LiFrontiers in Neuroroboticsdoi 10.3389/fnbot.2026.1849093
