2 papers
eess.SY2026
Impact of Physics-Informed Features on Neural Network Complexity for Li-ion Battery Voltage Prediction in Electric Vertical Takeoff and Landing Aircrafts
Eymen Ipek, Mario Hirz
The electrification of vertical takeoff and landing aircraft demands high-fidelity battery management systems capable of predicting voltage response under aggressive power dynamics…
eess.SY2025
A Data-Driven Approach for Electric Vehicle Powertrain Modeling
Eymen Ipek, Mario Hirz
Electrification in the automotive industry and increasing powertrain complexity demand accelerated, cost-effective development cycles. While data-driven models are recently investi…