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S
Sadiqa Jafari
gachon university
16
H指数
27
论文数
637
被引数
0
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21
发表时间
发表时间
IF
被引数
Solar-mamba: A photovoltaic-aware state-space network for boundary-aware solar panel segmentation
Applied Energy
IF
11
2026-06-29
0
PRE
AI
Kinza Nazir; Sadiqa Jafari; Yong-Woon Kim; Yung-Cheol Byun
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Detecting Health Product Misinformation on Social Media Using Large Language Models Grounded in Biomedical Evidence
利用基于生物医学证据的大型语言模型检测社交媒体上的健康产品错误信息
Information
IF
2.9
2026-05-14
0
PRE
AI
Behnamian, Sara; Shahbazi, Zeinab; Shahbazi, Zahra; Jafari, Sadiqa
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Self-Consistency-Based Fake Media Detection Using Multi-Perspective LLM Reasoning
基于自一致性且利用多视角大语言模型推理的虚假媒体检测
Electronics
IF
2.6
2026-04-28
0
OA
AI
Zeinab Shahbazi; Sara Behnamian; Zahra Shahbazi; Sadiqa Jafari
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AI-driven battery intelligence for energy management in electric vehicles: Strategies to enhance safety, performance, and lifetime — A review
用于电动汽车能源管理的AI驱动电池智能: 提高安全性、性能和寿命的策略
Applied Energy
IF
11
2026-04-24
0
PRE
AI
Sadiqa Jafari; Sung-Yong Son
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A comprehensive review of energy and battery management system integration: Architectures, approaches, and research directions
能源与电池管理系统集成的全面综述:架构、方法和研究方向
Journal of Energy Storage
IF
9.8
2026-03-03
0
PRE
AI
Sadiqa Jafari; Sung-Yong Son
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High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention
IEEE Access
IF
3.6
2026-01-22
0
OA
AI
Kinza Nazir; Sadiqa Jafari; Yong-Woon Kim; Yung-Cheol Byun
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Interpretable AI for explaining and predicting battery state of health using PSO-enhanced deep learning models
可解释AI用于解释和预测电池健康状态,采用粒子群优化增强的深度学习模型
materials reports: energy
IF
5.1
2025-08-19
0
PRE
AI
Sadiqa Jafari; Yung-Cheol Byun
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Integrating Multilayer Perceptron and Support Vector Regression for Enhanced State of Health Estimation in Lithium-Ion Batteries
IEEE ACCESS
IF
3.6
2025-01-01
0
OA
AI
Jafari, Sadiqa; Kim, Jisoo; Choi, Wonil; Byun, Yung-Cheol
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A novel fusion-based deep learning approach with PSO and explainable AI for batteries State of Charge estimation in Electric Vehicles
基于PSO和可解释AI的新型融合深度学习方法,用于电动汽车电池荷电状态估计
materials reports: energy
IF
5.1
2024-12-01
0
OA
AI
Jafari, Sadiqa; Kim, Jisoo; Byun, Yung-Cheol
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Optimized XGBoost modeling for accurate battery capacity degradation prediction
RESULTS IN ENGINEERING
IF
7.9
2024-12-01
0
OA
AI
Jafari, Sadiqa; Yang, Ji-Hyeok; Byun, Yung-Cheol
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Integrating ensemble learning and meta bagging techniques for temperature-specific State of Health prediction in Lithium-ion Batteries
materials reports: energy
IF
5.1
2024-12-01
0
OA
AI
Jafari, Sadiqa; Kim, Jisoo; Byun, Yung-Cheol
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Efficient state of charge estimation in electric vehicles batteries based on the extra tree regressor: A data-driven approach
基于额外树回归器的电动汽车电池高效荷电状态估计: 一种数据驱动方法
HELIYON
IF
3.6
2024-02-01
5
OA
AI
Jafari, Sadiqa; Byun, Yung-Cheol
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A CNN-GRU Approach to the Accurate Prediction of Batteries' Remaining Useful Life from Charging Profiles
COMPUTERS
IF
4.2
2023-10-27
9
OA
AI
Jafari, Sadiqa; Byun, Yung-Cheol
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Accurate remaining useful life estimation of lithium-ion batteries in electric vehicles based on a measurable feature-based approach with explainable AI
基于可解释AI的基于可测量特征的方法,准确估算电动汽车锂离子电池的剩余使用寿命
JOURNAL OF SUPERCOMPUTING
IF
2.7
2023-09-19
5
PRE
AI
Jafari, Sadiqa; Byun, Yung Cheol
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Optimizing Battery RUL Prediction of Lithium-Ion Batteries Based on Harris Hawk Optimization Approach Using Random Forest and LightGBM
基于随机森林和LightGBM的Harris Hawk优化方法优化锂离子电池RUL预测
IEEE ACCESS
IF
3.6
2023-01-01
13
OA
AI
Jafari, Sadiqa; Byun, Yung-Cheol
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A Novel Approach for Predicting Remaining Useful Life and Capacity Fade in Lithium-Ion Batteries Using Hybrid Machine Learning
一种基于混合机器学习的锂离子电池剩余使用寿命和容量衰减预测方法
IEEE ACCESS
IF
3.6
2023-01-01
6
OA
AI
Jafari, Sadiqa; Byun, Yung-Cheol; Ko, Seokjun
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XGBoost-Based Remaining Useful Life Estimation Model with Extended Kalman Particle Filter for Lithium-Ion Batteries
基于XGBoost的扩展卡尔曼粒子滤波锂离子电池剩余寿命估算模型
SENSORS
IF
3.5
2022-12-06
13
OA
AI
Jafari, Sadiqa; Byun, Yung-Cheol
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Lithium-Ion Battery Health Prediction on Hybrid Vehicles Using Machine Learning Approach
ENERGIES
IF
3.2
2022-06-28
20
OA
AI
Jafari, Sadiqa; Shahbazi, Zeinab; Byun, Yung-Cheol
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Lithium-Ion Battery Estimation in Online Framework Using Extreme Gradient Boosting Machine Learning Approach
基于极端梯度Boosting机器学习方法的在线框架锂离子电池估计
MATHEMATICS
IF
2.2
2022-03-10
30
OA
AI
Jafari, Sadiqa; Shahbazi, Zeinab; Byun, Yung-Cheol; Lee, Sang-Joon
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Prediction of the Battery State Using the Digital Twin Framework Based on the Battery Management System
基于电池管理系统的数字孪生框架电池状态预测
IEEE ACCESS
IF
3.6
2022-01-01
18
OA
AI
Jafari, Sadiqa; Byun, Yung-Cheol
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研究方向
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合作学者
合作期刊
Y
Yong‐Woon Kim
H 指数: 37 · 论文数: 304
Y
Yung-Cheol Byun
H 指数: 37 · 论文数: 250
W
Wonil Choi
H 指数: 21 · 论文数: 134
S
Sang-Joon Lee
H 指数: 19 · 论文数: 185
Z
Zeinab Shahbazi
H 指数: 19 · 论文数: 56
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