Resource-efficient artificial intelligence for battery capacity estimation using convolutional FlashAttention fusion networks

Z Lv, J Zhao - eTransportation, 2025 - Elsevier
Accurate battery capacity estimation is crucial for optimizing lifespan and monitoring health
conditions. Deep learning has made notable strides in addressing long-standing issues in …

Data-driven model for predicting the electro-thermal behavior of lithium-ion pouch cell under varying ambient temperature conditions

A Odungat, S Chanda - Applied Thermal Engineering, 2025 - Elsevier
Monitoring of electrochemical and thermal parameters such as cell voltage and maximum
cell surface temperature is needed for the efficient and safe operation of lithium-ion batteries …

A physics-guided neural network model to estimate all-sky diffuse solar radiation using Himawari-8 data

Z Wang, X Su, L Wang, Q Lang, Y Lu… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
Diffuse solar radiation (DSR) is essential for carbon absorption in ecosystems and clean
energy. Due to the scarcity of DSR observation stations, obtaining spatially continuous and …