Minimizing battery wear in a hybrid energy storage system using a linear quadratic regulator. - Ephrem Chemali; Lucas McCurlie; Brock Howey; Tyler Stiene; Mohammad Mizanoor Rahman; Matthias Preindl; Ryan M. Ahmed; Ali Emadi (IECON, 2015)

Long Short-Term Memory Networks for Accurate State-of-Charge Estimation of Li-ion Batteries. - Ephrem Chemali; Phillip J. Kollmeyer; Matthias Preindl; Ryan M. Ahmed; Ali Emadi (IEEE Trans. Ind. Electron., 2018)

High-Fidelity State-of-Charge Estimation of Li-Ion Batteries Using Machine Learning. - Weizhong Wang; Nicholas W. Brady; Chenyao Liao; Youssef A. Fahmy; Ephrem Chemali; Alan C. West; Matthias Preindl (CoRR, 2019)