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Sadiqa Jafari

gachon university

16H-index
28Paper Count
637Citation Count
Published Papers 22
Publication Date
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Explainable deep learning framework for fault detection and diagnosis in smart power grids
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2026-10-02
err0
errOAAI
errZeinab Shahbazi; Sadiqa Jafari; Magnus Johnsson
errShare
errSave
Solar-mamba: A photovoltaic-aware state-space network for boundary-aware solar panel segmentation
errApplied Energy
IF11
err2026-06-29
err0
PREAI
errKinza Nazir; Sadiqa Jafari; Yong-Woon Kim; Yung-Cheol Byun
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errSave
Detecting Health Product Misinformation on Social Media Using Large Language Models Grounded in Biomedical Evidence
errInformation
IF2.9
err2026-05-14
err0
PREAI
errBehnamian, Sara; Shahbazi, Zeinab; Shahbazi, Zahra; Jafari, Sadiqa
errShare
errSave
Self-Consistency-Based Fake Media Detection Using Multi-Perspective LLM Reasoning
errElectronics
IF2.6
err2026-04-28
err0
errOAAI
errZeinab Shahbazi; Sara Behnamian; Zahra Shahbazi; Sadiqa Jafari
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errSave
AI-driven battery intelligence for energy management in electric vehicles: Strategies to enhance safety, performance, and lifetime — A review
errApplied Energy
IF11
err2026-04-24
err0
PREAI
errSadiqa Jafari; Sung-Yong Son
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errSave
A comprehensive review of energy and battery management system integration: Architectures, approaches, and research directions
errJournal of Energy Storage
IF9.8
err2026-03-03
err0
PREAI
errSadiqa Jafari; Sung-Yong Son
errShare
errSave
High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention
errIEEE Access
IF3.6
err2026-01-22
err0
errOAAI
errKinza Nazir; Sadiqa Jafari; Yong-Woon Kim; Yung-Cheol Byun
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errSave
Interpretable AI for explaining and predicting battery state of health using PSO-enhanced deep learning models
errmaterials reports: energy
IF5.1
err2025-08-19
err0
PREAI
errSadiqa Jafari; Yung-Cheol Byun
errShare
errSave
Integrating Multilayer Perceptron and Support Vector Regression for Enhanced State of Health Estimation in Lithium-Ion Batteries
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errJafari, Sadiqa; Kim, Jisoo; Choi, Wonil; Byun, Yung-Cheol
errShare
errSave
A novel fusion-based deep learning approach with PSO and explainable AI for batteries State of Charge estimation in Electric Vehicles
errmaterials reports: energy
IF5.1
err2024-12-01
err0
errOAAI
errJafari, Sadiqa; Kim, Jisoo; Byun, Yung-Cheol
errShare
errSave
Optimized XGBoost modeling for accurate battery capacity degradation prediction
errRESULTS IN ENGINEERING
IF7.9
err2024-12-01
err0
errOAAI
errJafari, Sadiqa; Yang, Ji-Hyeok; Byun, Yung-Cheol
errShare
errSave
Integrating ensemble learning and meta bagging techniques for temperature-specific State of Health prediction in Lithium-ion Batteries
errmaterials reports: energy
IF5.1
err2024-12-01
err0
errOAAI
errJafari, Sadiqa; Kim, Jisoo; Byun, Yung-Cheol
errShare
errSave
Efficient state of charge estimation in electric vehicles batteries based on the extra tree regressor: A data-driven approach
errHELIYON
IF3.6
err2024-02-01
err5
errOAAI
errJafari, Sadiqa; Byun, Yung-Cheol
errShare
errSave
A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging Profiles
errCOMPUTERS
IF4.2
err2023-10-27
err9
errOAAI
errJafari, Sadiqa; Byun, Yung-Cheol
errShare
errSave
Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AI
errJOURNAL OF SUPERCOMPUTING
IF2.7
err2023-09-19
err5
PREAI
errJafari, Sadiqa; Byun, Yung Cheol
errShare
errSave
Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBM
errIEEE ACCESS
IF3.6
err2023-01-01
err13
errOAAI
errJafari, Sadiqa; Byun, Yung-Cheol
errShare
errSave
A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning
errIEEE ACCESS
IF3.6
err2023-01-01
err6
errOAAI
errJafari, Sadiqa; Byun, Yung-Cheol; Ko, Seokjun
errShare
errSave
XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries
errSENSORS
IF3.5
err2022-12-06
err13
errOAAI
errJafari, Sadiqa; Byun, Yung-Cheol
errShare
errSave
Lithium-Ion Battery Health Prediction on Hybrid Vehicles Using Machine Learning Approach
errENERGIES
IF3.2
err2022-06-28
err20
errOAAI
errJafari, Sadiqa; Shahbazi, Zeinab; Byun, Yung-Cheol
errShare
errSave
Lithium-Ion Battery Estimation in Online Framework Using Extreme Gradient Boosting Machine Learning Approach
errMATHEMATICS
IF2.2
err2022-03-10
err30
errOAAI
errJafari, Sadiqa; Shahbazi, Zeinab; Byun, Yung-Cheol; Lee, Sang-Joon
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
Y
Yong‐Woon Kim
H-index: 37 · Papers: 305
Y
Yung-Cheol Byun
H-index: 37 · Papers: 251
W
Wonil Choi
H-index: 21 · Papers: 134
S
Sang-Joon Lee
H-index: 19 · Papers: 186
Z
Zeinab Shahbazi
H-index: 19 · Papers: 57
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