Mehmet Fatih Ozkan

27 papers C 5Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Conformalized Transfer Learning for Li-ion Battery State of Health Forecasting under Manufacturing and Usage Variability.
CoRR
Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Marcello Canova
2025 J jnl
Augmented Physics-Based Li-ion Battery Model via Adaptive Ensemble Sparse Learning and Conformal Prediction.
CoRR
Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Marcello Canova
2025 C conf
Improving Low-Fidelity Models of Li-ion Batteries via Hybrid Sparse Identification of Nonlinear Dynamics.
ACC
Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025 C conf
Modeling Driver Behavior in Speed Advisory Systems: Koopman-based Approach with Online Update.
ACC
Mehmet Fatih Ozkan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar
2025 J jnl
Modeling Driver Behavior in Speed Advisory Systems: Koopman-based Approach with Online Update.
CoRR
Mehmet Fatih Ozkan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar
2025 — conf
Optimal Design of Experiment for Electrochemical Parameter Identification of Li-Ion Battery via Deep Reinforcement Learning.
CCTA
Mehmet Fatih Ozkan, Samuel Filgueira da Silva, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025 J jnl
Optimal Design of Experiment for Electrochemical Parameter Identification of Li-ion Battery via Deep Reinforcement Learning.
CoRR
Mehmet Fatih Ozkan, Samuel Filgueira da Silva, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025 J jnl
Real-Time Optimal Design of Experiment for Parameter Identification of Li-Ion Cell Electrochemical Model.
CoRR
Ian Mikesell, Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2025 J jnl
Traffic-Aware Eco-Driving Control in CAVs via Learning-based Terminal Cost Model.
CoRR
Mehmet Fatih Ozkan, Dennis Kibalama, Jacob Paugh, Marcello Canova, Stephanie Stockar
2024 J jnl
Data-Driven Personalized Energy Consumption Range Estimation for Plug-in Hybrid Electric Vehicles in Urban Traffic.
CoRR
Mehmet Fatih Ozkan, James Farrell, Marcello Telloni, Luis Mendez, Radu Pirvan, Jeffrey P. Chrstos, Marcello Canova, Stephanie Stockar
2024 J jnl
Improving Low-Fidelity Models of Li-ion Batteries via Hybrid Sparse Identification of Nonlinear Dynamics.
CoRR
Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Faissal El Idrissi, Prashanth Ramesh, Marcello Canova
2024 J jnl
Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization.
CoRR
Jianzong Pi, Samuel Filgueira da Silva, Mehmet Fatih Ozkan, Abhishek Gupta, Marcello Canova
2022 J jnl
Distributed Stochastic Model Predictive Control for Human-Leading Heavy-Duty Truck Platoon.
CoRR
Mehmet Fatih Ozkan, Yao Ma
2022 J jnl
Distributed Stochastic Model Predictive Control for Human-Leading Heavy-Duty Truck Platoon.
IEEE Trans. Intell. Transp. Syst.
Mehmet Fatih Ozkan, Yao Ma
2022 J jnl
Inverse Resource Rational Based Stochastic Driver Behavior Model.
CoRR
Mehmet Fatih Ozkan, Yao Ma
2022 C conf
Socially Compatible Control Design of Automated Vehicle in Mixed Traffic.
ACC
Mehmet Fatih Ozkan, Yao Ma
2022 J jnl
Socially Compatible Control Design of Automated Vehicle in Mixed Traffic.
IEEE Control. Syst. Lett.
Mehmet Fatih Ozkan, Yao Ma
2022 — conf
Trust-Aware Control of Automated Vehicles in Car-Following Interactions with Human Drivers.
CDC
Mehmet Fatih Ozkan, Yao Ma
2022 J jnl
Trust-Aware Control of Automated Vehicles in Car-Following Interactions with Human Drivers.
CoRR
Mehmet Fatih Ozkan, Yao Ma
2021 — conf
Fuel-Economical Distributed Model Predictive Control for Heavy-Duty Truck Platoon.
ITSC
Mehmet Fatih Ozkan, Yao Ma
2021 J jnl
Fuel-Economical Distributed Model Predictive Control for Heavy-Duty Truck Platoon.
CoRR
Mehmet Fatih Ozkan, Yao Ma
2021 J jnl
Inverse Reinforcement Learning Based Stochastic Driver Behavior Learning.
CoRR
Mehmet Fatih Ozkan, Abishek Joseph Rocque, Yao Ma
2021 J jnl
Modeling Driver Behavior in Car-Following Interactions With Automated and Human-Driven Vehicles and Energy Efficiency Evaluation.
IEEE Access
Mehmet Fatih Ozkan, Yao Ma
2021 C conf
Personalized Adaptive Cruise Control and Impacts on Mixed Traffic.
ACC
Mehmet Fatih Ozkan, Yao Ma
2021 J jnl
Personalized Adaptive Cruise Control and Impacts on Mixed Traffic.
CoRR
Mehmet Fatih Ozkan, Yao Ma
2021 J jnl
Socially Compatible Control Design of Automated Vehicle in Mixed Traffic.
CoRR
Mehmet Fatih Ozkan, Yao Ma
2020 C conf
A Predictive Control Design with Speed Previewing Information for Vehicle Fuel Efficiency Improvement.
ACC
Mehmet Fatih Ozkan, Yao Ma