Parameter Identification for Electrochemical Models of Lithium-Ion Batteries Using Bayesian Optimization. - Jianzong Pi; Samuel Filgueira da Silva; Mehmet Fatih Ozkan; Abhishek Gupta 002; Marcello Canova (CoRR, 2024)

A comparative analysis of optimized gear shifting controls for minimizing fuel consumption and engine emissions using neural networks, fuzzy logic, and rule-based approaches. - Fabrício Leonardo Silva; Jony Javorski Eckert; Matheus H. R. Miranda; Samuel Filgueira da Silva; Ludmila Correa de Alkmin Silva; Franco Giuseppe Dedini (Eng. Appl. Artif. Intell., 2024)

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 (ACC, 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, 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 (CoRR, 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, 2025)