Seunghwa Ryu
Scholar

Seunghwa Ryu

Google Scholar ID: I5sAZ6cAAAAJ
KAIST Endowed Chair Professor of Mechanical Engineering
MechanicsMaterials ModelingAI Based DesignComposites
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Citations & Impact
All-time
Citations
7,394
 
H-index
39
 
i10-index
107
 
Publications
20
 
Co-authors
55
list available
Contact
No contact links provided.
Publications
6 items
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
Physics-Informed Neural Networks for Programmable Origami Metamaterials with Controlled Deployment
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
DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production
2025
Cited
0
Resume (English only)
Co-authors
55 total
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Wei Cai (蔡巍)
Wei Cai (蔡巍)
Professor of Mechanical Engineering
Co-author 6
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