Junhyeong Lee
Scholar

Junhyeong Lee

Google Scholar ID: L6InHuwAAAAJ
Ph.D. Candidate, KAIST
Data-driven DesignArtificial IntelligenceComputational Mechanics
Google Scholar↗
Citations & Impact
All-time
Citations
188
 
H-index
4
 
i10-index
4
 
Publications
10
 
Co-authors
8
list available
Contact
No contact links provided.
Publications
8 items
Decision-Focused Learning via Tangent-Space Projection of Prediction Error
2026
Cited
0
Real-Time Structural Health Monitoring with Bayesian Neural Networks: Distinguishing Aleatoric and Epistemic Uncertainty for Digital Twin Frameworks
2025
Cited
0
Enhanced Conditional Generation of Double Perovskite by Knowledge-Guided Language Model Feedback
2025
Cited
0
Your AI, Not Your View: The Bias of LLMs in Investment Analysis
2025
Cited
0
IM-Chat: A Multi-agent LLM-based Framework for Knowledge Transfer in Injection Molding Industry
2025
Cited
0
Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy
2025
Cited
0
Symbol-based entity marker highlighting for enhanced text mining in materials science with generative AI
2025
Cited
0
Anatomy of Machines for Markowitz: Decision-Focused Learning for Mean-Variance Portfolio Optimization
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
8 total
Seunghwa Ryu
Seunghwa Ryu
KAIST Endowed Chair Professor of Mechanical Engineering
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Hyunju Kang
Hyunju Kang
KRIBB
Sukho Park
Sukho Park
Professor of Robotics and Mechatronics, DGIST
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Co-author 8
Co-author 8