| Lithium-ion battery estimation in online framework using extreme gradient boosting machine learning approach S Jafari, Z Shahbazi, YC Byun, SJ Lee Mathematics 10 (6), 888, 2022 | 41 | 2022 |
| Improving the performance of single-intersection urban traffic networks based on a model predictive controller S Jafari, Z Shahbazi, YC Byun Sustainability 13 (10), 5630, 2021 | 21 | 2021 |
| Prediction of the battery state using the digital twin framework based on the battery management system S Jafari, YC Byun IEEE Access 10, 124685-124696, 2022 | 19 | 2022 |
| Lithium-ion battery health prediction on hybrid vehicles using machine learning approach S Jafari, Z Shahbazi, YC Byun Energies 15 (13), 4753, 2022 | 18 | 2022 |
| Designing the controller-based urban traffic evaluation and prediction using model predictive approach S Jafari, Z Shahbazi, YC Byun Applied Sciences 12 (4), 1992, 2022 | 15 | 2022 |
| Improving the road and traffic control prediction based on fuzzy logic approach in multiple intersections S Jafari, Z Shahbazi, YC Byun Mathematics 10 (16), 2832, 2022 | 14 | 2022 |
| Xgboost-based remaining useful life estimation model with extended kalman particle filter for lithium-ion batteries S Jafari, YC Byun Sensors 22 (23), 9522, 2022 | 13 | 2022 |
| Traffic control prediction design based on fuzzy logic and lyapunov approaches to improve the performance of road intersection S Jafari, Z Shahbazi, YC Byun Processes 9 (12), 2205, 2021 | 12 | 2021 |
| Optimizing battery RUL prediction of lithium-ion batteries based on Harris hawk optimization approach using random forest and LightGBM S Jafari, Y Byun IEEE Access, 2023 | 4 | 2023 |
| A CNN-GRU Approach to the Accurate Prediction of Batteries’ Remaining Useful Life from Charging Profiles S Jafari, YC Byun Computers 12 (11), 219, 2023 | 3 | 2023 |
| Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AI S Jafari, YC Byun The Journal of Supercomputing 80 (4), 4707-4732, 2024 | 1 | 2024 |
| A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries using Hybrid Machine Learning S Jafari, YC Byun, S Ko IEEE Access, 2023 | 1 | 2023 |
| Efficient State of Charge Estimation in Electric Vehicles Batteries based on the Extra Tree Regressor: A Data-Driven Approach S Jafari, YC Byun Heliyon, 2024 | | 2024 |
| Enhancing Predictive Battery Maintenance Through the Use of Explainable Boosting Machine S Jafari, YC Byun Novel & Intelligent Digital Systems Conferences, 55-66, 2023 | | 2023 |
| State of Charge Prediction on Lithium-Ion Battery using Extreme Gradient Boosting Approach S Jafari, Z Shahbazi, YC Byun 대한전기학회 학술대회 논문집, 102-103, 2022 | | 2022 |
