Daehan Won - Publications, H-index & Citations

Daehan Won

Binghamton University

23H指数

130论文数

1.7K被引数

收录论文 36

发表时间

Uncertainty-aware model-enhanced soft actor-critic for conformal coating parameter optimization 基于不确定性感知模型增强的软演员-评论家算法用于 conformal coating 参数优化

International Journal of Advanced Manufacturing Technology

IF3.1

2026-09-16

OAAI

Hemi Patel; Abdelrahman Farrag; Jaewoo Kim; Daehan Won; Sangwon Yoon; Seungbae Park; Mohammad T. Khasawneh

PI-UA-Opt: Physics-informed, uncertainty-aware optimization framework for pick-and-place process in surface mount technology PI-UA-Opt：融合物理信息、不确定性感知的表面贴装技术中拾放过程优化框架

Journal of Manufacturing Systems

IF14.2

2026-08-19

PREAI

Jaewoo Kim; Abdelrahman Farrag; Zhenxuan Zhang; Yongho Yoo; Daehan Won

The future of automation & manufacturing: intelligence, agility, and sustainability 自动化与制造业的未来：智能、敏捷与可持续性

International Journal of Advanced Manufacturing Technology

IF3.1

2026-08-11

PREAI

Daehan Won; Sangwon Yoon

Generative AI-based optimization for high-mix warehouses: Integrating agentic LLMs and discrete event simulation

Computers & Industrial Engineering

IF6.5

2026-02-03

PREAI

Hicham El Baz; Mohammed-Khalil Ghali; Linda Andrus; Daehan Won; Sang Won Yoon; Yong Wang

PhyViT-GAN: Physics-Guided MobileViT-GAN for precise self-alignment image generation

The International Journal of Advanced Manufacturing Technology

IF0

2026-01-07

OAAI

Manav Barot; Jaewoo Kim; Daehan Won; Sang Won Yoon

Enhancing SMT Assembly Quality Through Mounter Parameter Optimization with a Novel Energy Minimization Logic Simulator and Machine Learning 通过新型能量最小化逻辑模拟器和机器学习优化贴片机参数以提高SMT组装质量

FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING: THE FUTURE OF AUTOMATION AND MANUFACTURING: INTELLIGENCE, AGILITY, AND SUSTAINABILITY, FAIM

IF0

2026-01-01

PREAI

Kim, Jaewoo; Farrag, Abdelrahman; Barot, Manav; Won, Daehan

An iterative guided active learning-based approach for real-time sampling in smart manufacturing systems 一种基于迭代引导主动学习的智能制造系统实时采样方法

The International Journal of Advanced Manufacturing Technology

IF0

2025-12-16

PREAI

Abdelrahman Farrag; Nieqing Cao; Mohammed-Khalil Ghali; Daehan Won; Yu Jin

Sim2Joint: Dynamic hybrid model for solder joint prediction across Sim2Real Sim2Joint：跨Sim2Real场景的动态混合模型，用于焊点预测

ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

IF11.4

2025-06-01

PREAI

Cao, Nieqing; Kim, Jaewoo; Farrag, Abdelrahman; Won, Daehan; Yoon, Sang Won

Plantention: A general-purpose, lightweight and attention-based model for multi-crop leaf disease classification Plantention：一种通用的、轻量级且基于注意力机制的模型，用于多作物叶片病害分类

RESULTS IN ENGINEERING

IF7.9

2025-06-01

OAAI

Subburaj, Brindha; Rohan, M.; Ananthanarayanan, Samhruth; Won, Daehan

Stage-based neural network for reflow profile prediction and reflow recipe optimization for quality and energy-saving 基于阶段的神经网络用于回流曲线预测和回流工艺优化以实现质量提升和节能

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

IF3.1

2025-02-24

PREAI

Zhang, Zhenxuan; Li, Yuanyuan; Yoon, Sang Won; Won, Daehan

Soldering reflow process optimization based on simulation 基于模拟的焊接回流工艺优化

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

IF3.1

2025-01-16

PREAI

Li, Yuanyuan; Zhang, Zhenxuan; Won, Daehan; Yoon, Sang Won

GrapeLeafNet: A Dual-Track Feature Fusion Network With Inception-ResNet and Shuffle-Transformer for Accurate Grape Leaf Disease Identification (vol 12, pg 19612, 2024)

IEEE ACCESS

IF3.6

2025-01-01

OAAI

Karthik, R.; Menaka, R.; Ompirakash, S.; Murugan, P. Bala; Meenakashi, M.; Lingaswamy, Sindhia; Won, Daehan

XSCAN: Explainable solder joint defect probability prediction through solder paste printing status with imbalanced data

JOURNAL OF MANUFACTURING SYSTEMS

IF14.2

2024-12-01

PREAI

Cao, Nieqing; Farrag, Abdelrahman; Won, Daehan; Yoon, Sang Won

ReflowNet: ConvLSTM-based direct reflow oven recipe optimization framework

JOURNAL OF INTELLIGENT MANUFACTURING

IF7.4

2024-10-22

PREAI

Kataoka, Jun; Farrag, Abdelrahman; Lai, Yangyang; Park, Seungbae; Jin, Yu; Won, Daehan

Multi-modal transformer architecture for medical image analysis and automated report generation

SCIENTIFIC REPORTS

IF3.9

2024-08-20

OAAI

Raminedi, Santhosh; Shridevi, S.; Won, Daehan

Integration of Localized, Contextual, and Hierarchical Features in Deep Learning for Improved Skin Lesion Classification 深度学习中融合局部、上下文与层次化特征以提升皮肤病变分类性能

DIAGNOSTICS

IF3.3

2024-06-24

OAAI

Ramamurthy, Karthik; Thayumanaswamy, Illakiya; Radhakrishnan, Menaka; Won, Daehan; Lingaswamy, Sindhia

A dual-track feature fusion model utilizing Group Shuffle Residual DeformNet and swin transformer for the classification of grape leaf diseases 利用组Shuffle残差DeformNet和swin变换器的双轨特征融合模型对葡萄叶片病害进行分类

SCIENTIFIC REPORTS

IF3.9

2024-06-24

OAAI

Karthik, R.; Vardhan, Gadige Vishnu; Khaitan, Shreyansh; Harisankar, R. N. R.; Menaka, R.; Lingaswamy, Sindhia; Won, Daehan

Physics-Informed Machine Learning for metal additive manufacturing 用于金属增材制造的物理机器学习

PROGRESS IN ADDITIVE MANUFACTURING

IF5.4

2024-04-15

PREAI

Farrag, Abdelrahman; Yang, Yuxin; Cao, Nieqing; Won, Daehan; Jin, Yu

GrapeLeafNet: A Dual-Track Feature Fusion Network With Inception-ResNet and Shuffle-Transformer for Accurate Grape Leaf Disease Identification GrapeLeafNet: 具有Inception-ResNet和Shuffle-Transformer的双轨特征融合网络，用于准确识别葡萄叶病

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Karthik, R.; Menaka, R.; Ompirakash, S.; Murugan, P. Bala; Meenakashi, M.; Lingaswamy, Sindhia; Won, Daehan

GenerativeMTD: A deep synthetic data generation framework for small datasets GenerativeMTD: 一个面向小数据集的深度合成数据生成框架

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-11-01

PREAI

Sivakumar, Jayanth; Ramamurthy, Karthik; Radhakrishnan, Menaka; Won, Daehan

研究方向