Mehmet Fatih Ozkan

According to our database, Mehmet Fatih Ozkan authored at least 16 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Augmented Physics-Based Li-ion Battery Model via Adaptive Ensemble Sparse Learning and Conformal Prediction.

Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Marcello Canova

CoRR, July, 2025

Real-Time Optimal Design of Experiment for Parameter Identification of Li-Ion Cell Electrochemical Model.

Ian Mikesell, Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova

CoRR, April, 2025

Optimal Design of Experiment for Electrochemical Parameter Identification of Li-Ion Battery via Deep Reinforcement Learning.

Mehmet Fatih Ozkan, Samuel Filgueira da Silva, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova

Proceedings of the IEEE Conference on Control Technology and Applications, 2025

Improving Low-Fidelity Models of Li-ion Batteries via Hybrid Sparse Identification of Nonlinear Dynamics.

Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova

Proceedings of the 2025 American Control Conference, 2025

Modeling Driver Behavior in Speed Advisory Systems: Koopman-based Approach with Online Update.

Mehmet Fatih Ozkan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar

Proceedings of the 2025 American Control Conference, 2025

2024

Data-Driven Personalized Energy Consumption Range Estimation for Plug-in Hybrid Electric Vehicles in Urban Traffic.

Mehmet Fatih Ozkan, James Farrell, Marcello Telloni, Luis Mendez, Radu Pirvan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar

CoRR, 2024

Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization.

Jianzong Pi, Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Abhishek Gupta, Marcello Canova

CoRR, 2024

2022

Distributed Stochastic Model Predictive Control for Human-Leading Heavy-Duty Truck Platoon.

Mehmet Fatih Ozkan, Yao Ma

IEEE Trans. Intell. Transp. Syst., 2022

Inverse Resource Rational Based Stochastic Driver Behavior Model.

Mehmet Fatih Ozkan, Yao Ma

CoRR, 2022

Trust-Aware Control of Automated Vehicles in Car-Following Interactions with Human Drivers.

Mehmet Fatih Ozkan, Yao Ma

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Socially Compatible Control Design of Automated Vehicle in Mixed Traffic.

Mehmet Fatih Ozkan, Yao Ma

Proceedings of the American Control Conference, 2022

2021

Inverse Reinforcement Learning Based Stochastic Driver Behavior Learning.

Mehmet Fatih Ozkan, Abishek Joseph Rocque, Yao Ma

CoRR, 2021

Modeling Driver Behavior in Car-Following Interactions With Automated and Human-Driven Vehicles and Energy Efficiency Evaluation.

Mehmet Fatih Ozkan, Yao Ma

IEEE Access, 2021

Fuel-Economical Distributed Model Predictive Control for Heavy-Duty Truck Platoon.

Mehmet Fatih Ozkan, Yao Ma

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

Personalized Adaptive Cruise Control and Impacts on Mixed Traffic.

Mehmet Fatih Ozkan, Yao Ma

Proceedings of the 2021 American Control Conference, 2021

2020

A Predictive Control Design with Speed Previewing Information for Vehicle Fuel Efficiency Improvement.

Mehmet Fatih Ozkan, Yao Ma

Proceedings of the 2020 American Control Conference, 2020