ReviewPublished 7 October 2026Transformers for fMRI analysis: from spatiotemporal modeling to brain foundation modelsXiaomin Yang · Yue Li · Xue Zhang · Bocheng WangFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1869687
Original ResearchPublished 8 September 2026Design of a transfer learning fault identification model based on a Markov field and an improved DarkNetWenhao Liu · Hong JiangFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1883839
Original ResearchPublished 6 July 2026Cross-Domain TransNet for sparse-view CT reconstructionJunling Wang · Chunhua Zou · Hongjie Yang · Peixi Liao · Xiaojun Mo · Yingcui Gao · Yanan Ning · Jiahao LaiFrontiers in Nuclear Medicinedoi 10.3389/fnume.2026.1711533
Original ResearchPublished 4 March 2026State estimation of lithium-ion batteries via electrochemical features and self-attention networksJinman Li · Yuxiao WuFrontiers in Batteries and Electrochemistrydoi 10.3389/fbael.2026.1795223
Original ResearchPublished 5 December 2025Research on insulator contamination component identification based on neural networkYi Luo · Jin Liu · Yanyi Wang · Zijie Mei · Xuandong LiuFrontiers in Electronicsdoi 10.3389/felec.2025.1680502
ElectronicsPublished 21 August 2025A hybrid LSTM–transformer model for accurate remaining useful life prediction of lithium-ion batteriesTianren Zhao · Yanhui Zhang · Minghao Wang · Wei Feng · Shengxian Cao · Gong WangFrontiers in Electronicsdoi 10.3389/felec.2025.1654344
