Physics-informed neural network surrogate modeling of single particle model for lithium-ion batteries

Yi Zhuang, Yusheng Zheng, Yunhong Che +1

Physics-based models play a key role in battery management, yet face challenges in real-time applications due to the high computational cost of solving coupled algebraic-partial di…