A Deep Learning Approach for Macroscopic Energy Consumption Prediction with Microscopic Quality for Electric Vehicles. - Ayman Moawad; Krishna Murthy Gurumurthy; Ömer Verbas; Zhijian Li; Ehsan Islam; Vincent Freyermuth; Aymeric Rousseau (CoRR, 2021)

Explainable AI for a No-Teardown Vehicle Component Cost Estimation: A Top-Down Approach. - Ayman Moawad; Ehsan Islam; Namdoo Kim; Ram Vijayagopal; Aymeric Rousseau; Wei Biao Wu (IEEE Trans. Artif. Intell., 2021)

A real-time energy and cost efficient vehicle route assignment neural recommender system. - Ayman Moawad; Zhijian Li; Ines Pancorbo; Krishna Murthy Gurumurthy; Vincent Freyermuth; Ehsan Islam; Ram Vijayagopal; Monique Stinson; Aymeric Rousseau (Expert Syst. Appl., 2025)

Processing and Analyzing Real-World Driving Data: Insights on Trips, Scenarios, and Human Driving Behaviors. - Jihun Han; Dominik Karbowski; Ayman Moawad; Namdoo Kim; Aymeric Rousseau; Shihong Fan; Jason Hoon Lee; Jinho Ha (CoRR, 2025)