Seunghwa Ryu

Orcid: 0000-0001-9516-5809

According to our database1, Seunghwa Ryu authored at least 5 papers between 2016 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

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


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