Seunghwa Ryu
Orcid: 0000-0001-9516-5809
According to our database1,
Seunghwa Ryu authored at least 10 papers
between 2016 and 2026.
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Bibliography
2026
Optimizing chamber systems for deposition processes in the semiconductor industry with deep learning framework: tackling small simulation datasets.
J. Intell. Manuf., March, 2026
DRL-based injection molding process parameter optimization for profit-aware adaptive process control.
Expert Syst. Appl., 2026
2025
Real-Time Structural Health Monitoring with Bayesian Neural Networks: Distinguishing Aleatoric and Epistemic Uncertainty for Digital Twin Frameworks.
CoRR, December, 2025
Enhanced Conditional Generation of Double Perovskite by Knowledge-Guided Language Model Feedback.
CoRR, November, 2025
Physics-Informed Neural Networks for Programmable Origami Metamaterials with Controlled Deployment.
CoRR, August, 2025
IM-Chat: A Multi-agent LLM-based Framework for Knowledge Transfer in Injection Molding Industry.
CoRR, July, 2025
Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy.
CoRR, June, 2025
DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production.
CoRR, May, 2025
2023
Optimization of injection molding process using multi-objective bayesian optimization and constrained generative inverse design networks.
J. Intell. Manuf., December, 2023
2016
An analytical benchmark and a Mathematica program for MD codes: Testing LAMMPS on the 2nd generation Brenner potential.
Comput. Phys. Commun., 2016