Physics-Informed Neural Network for Discovering Systems with Unmeasurable States with Application to Lithium-Ion Batteries. - Yuichi Kajiura; Jorge Espin; Dong Zhang 011 (CoRR, 2023)

Deep-MPC: A DAGGER-Driven Imitation Learning Strategy for Optimal Constrained Battery Charging. - Jorge Espin; Dong Zhang 011; Daniele Toti; Andrea Pozzi (ACC, 2024)

Physics-Informed Neural Networks for Discovering Systems with Unmeasurable States with Application to Lithium-Ion Batteries. - Yuichi Kajiura; Jorge Espin; Dong Zhang 011 (ACC, 2024)

Safety-Driven Battery Charging: A Fisher Information-guided Adaptive MPC with Real-time Parameter Identification. - Jorge Espin; Yuichi Kajiura; Dong Zhang 011 (CoRR, 2024)