Yong-Woon Kim

jeju national university

H指数:37

被引数:5,440

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An LLM-guided multi-objective optimization framework for cluster-aware electric vehicle charging management toward sustainable grid operation

基于大型语言模型引导的面向可持续电网运营的集群感知电动汽车充电管理的多目标优化框架

Applied Energy

IF11

2026-10-210

PRE

Dual teacher multiscale distillation for lightweight solar cell defect classification

双教师多尺度蒸馏用于轻量化太阳能电池缺陷分类

Solar Energy

IF6.6

2026-10-120

PRE

MTML-EV: Multi-target meta-learning for cross-zone urban electric vehicle charging infrastructure management

MTML-EV：跨区域城市电动汽车充电基础设施管理的多目标元学习

Sustainable Cities and Society

IF12

2026-09-010

OAAI

Solar-mamba: A photovoltaic-aware state-space network for boundary-aware solar panel segmentation

Applied Energy

IF11

2026-06-290

PRE

Hard-constraint physics-residual networks for hydrogen crossover prediction and high-pressure extrapolation in PEM water electrolysis

硬约束物理残差网络用于质子交换膜水电解的氢气渗透预测和高压外推

Applied Energy

IF11

2026-06-170

OAAI

ProphetBoost: A hybrid pipeline for accurate and transparent electricity load forecasting

ProphetBoost：一种用于准确和透明电力负荷预测的混合流水线

Computers and Electrical Engineering

IF4.9

2026-06-090

PRE

Cost-aware evolutionary framework for multi-objective coordination of electric vehicle charging under grid tariffs

考虑电网电价的电动汽车充电多目标协调进化框架

Journal of Energy Storage

IF9.8

2026-05-180

PRE

Generative AI meets classical control: hybrid few-shot PI tuning for autonomous robots

生成式AI与经典控制：自主机器人的混合少样本PI整定

PeerJ Computer Science

IF2.5

2026-04-270

PRE

Multi-tier data augmentation and balancing framework integrating diffusion, tomek link, and SMOTE (DiToS) for robust image-based fault detection in solar panels

多层级数据增强与平衡框架集成扩散、Tomek Link和SMOTE（DiToS），用于太阳能板鲁棒性基于图像的故障检测

Sustainable Energy Technologies and Assessments

IF7

2026-03-080

PRE

Mitigating dataset imbalance using image-based stable diffusion and feature-level SMOTE for solar panel classification with CNNs

利用基于图像的稳定扩散和特征级SMOTE缓解数据集不平衡，以用于卷积神经网络的光伏板分类

Energy Reports

IF5.1

2026-02-090

OAAI

High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention

IEEE Access

IF3.6

2026-01-220

Intelligent PI control for trajectory regulation in autonomous vehicles using a voting-based ensemble of statistical learning models

Control Engineering Practice

IF4.6

2026-01-180

PRE

A Hybrid Deep Learning Approach Using Vision Transformer and U-Net for Flood Segmentation

Dofitas, C.; Kim, Y.-W.; Byun, Y.-C. 一种结合视觉Transformer和U-Net的洪水分割混合深度学习方法。Comput. Mater. Contin. 2025, 86, 1–19. [Google Scholar] [CrossRef]

CMC-Computers Materials & Continua

IF1.7

2026-01-010

PRE

TEF-PLM: A Tabular and Embeddings Fusion Framework using Pretrained Language Model for enhanced electric vehicle energy forecasting

TEF-PLM：一种基于预训练语言模型的表格与嵌入融合框架，用于提升电动汽车能源预测

Energy Reports

IF5.1

2025-11-140

OAAI

A hybrid deep learning framework for multivariate energy forecasting and peak load prediction in electric vehicle charging infrastructure

一种用于多变量能源预测和电动汽车充电基础设施峰值负荷预测的混合深度学习框架

Applied Energy

IF11

2025-11-050

PRE

The Smart Soil Organism Detector: An instrument and machine learning pipeline for soil species identification

BIOSENSORS & BIOELECTRONICS

IF10.5

2023-02-019

PRE

In Situ TEM Study of Structural Changes in Na-β-Alumina Using Electron Beam Irradiation

电子束辐照原位TEM研究na-β-氧化铝的结构变化

MATERIALS

IF3.2

2022-04-050

OAAI

Mitochondrial TFAM as a Signaling Regulator between Cellular Organelles: A Perspective on Metabolic Diseases

DIABETES & METABOLISM JOURNAL

IF8.5

2021-11-3025

OAAI

Selfie Segmentation in Video Using N-Frames Ensemble

IEEE ACCESS

IF3.6

2021-01-013

PPARδ Attenuates Alcohol-Mediated Insulin Resistance by Enhancing Fatty Acid-Induced Mitochondrial Uncoupling and Antioxidant Defense in Skeletal Muscle

FRONTIERS IN PHYSIOLOGY

IF3.4

2020-07-1412

OAAI

Yong-Woon Kim

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