Original ResearchPublished 8 October 2026Optimizing temperature prediction in automotive lithium-ion battery discharge cycles using machine learning and SHAP analysisAnuj Prajapati · Sandeep G. Thorat · Gajanan Pradhan · Swapnil Gund · Prashant Paraye · Vardan SinghFrontiers in Mechanical Engineeringdoi 10.3389/fmech.2026.1949090
Mini ReviewPublished 15 September 2026From state estimation to active intelligence: safety-aware battery management for electric vehiclesFeng Li · Yuan Li · Wenqi Wu · Huaying Qiao · Lihua JiangFrontiers in Chemistrydoi 10.3389/fchem.2026.1960882
ReviewPublished 17 July 2026AI/ML enabled smart battery management systems in electric vehiclesMohammad WaseemFrontiers in Batteries and Electrochemistrydoi 10.3389/fbael.2026.1883201
ReviewPublished 30 January 2026Digital twin technologies for battery systems: advancements, applications, and future directionsSeyed Saeed Madani · Yasmin Shabeer · Michael Fowler · Satyam Panchal · Carlos Ziebert · Hicham Chaoui · François AllardFrontiers in Batteries and Electrochemistrydoi 10.3389/fbael.2026.1764210
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
