발행물

전체 논문

253

41

Physics-informed neural network framework for solving forward and inverse flexoelectric problems
Hyeonbin Moon†, Donggeun Park†, Jinwook Yeo, Seunghwa Ryu*
1970

42

Physics-Informed Neural Operators for Generalizable and Label-Free Inference of Temperature-Dependent Thermoelectric Properties
Hyeonbin Moon†, Songho Lee†, Wabi Demeke*, Byungki Ryu, Seunghwa Ryu*
1970

43

Physics-Informed Neural Network-Based Discovery of Hyperelastic Constitutive Models from Extremely Scarce Data
Hyeonbin Moon†, Donggeun Park†, Hanbin Cho, Hong-Kyun Noh, Jae Hyuk Lim*, Seunghwa Ryu*
1970

44

LLM-Based Multi-Agent Framework with Diffusion-Aided Design Generation for Injection Molding Process Optimization
Junhyeong Lee, Joon-Young Kim, Heekyu Kim, Inhyo Lee, Seunghwa Ryu*
1970

45

A Self-Correcting Multi-Agent Framework for Language-Based Physics Simulation and Explanation
Donggeun Park, Hyeonbin Moon, Seunghwa Ryu*
1970

46

DRL-Based Injection Molding Process Parameter Optimization for Adaptive and Profitable Production
Joon-Young Kim†, Jecheon Yu†, Heekyu Kim, Seunghwa Ryu
1970

47

Data-driven Design of Isotropic and High-Stiffness TPMS-based Amorphousness-Induced Architected Material (TAAM)
Minwoo Park†, Junheui Jo†, Seunghwa Ryu*
1970

48

Interpretability-Driven Deep Learning for SERS-Based Classification of Respiratory Viruses
Hyunju Kang†, Junhyeong Lee†, Soo Hyun Lee, Jinhyeok Jeon, ChaeWon Mun, Jun-Yeong Yang, Hyung-Jun Kwon, In-Chul Lee, Sunjoo Kim, Eun-Kyung Lim, Juyeon Jung, Yongwon Jung*, Seunghwa Ryu*, Sung-Gyu Park*, Taejoon Kang*
1970

49

Structural hierarchy can enhance the elastic modulus of random porous materials
Yongwoo Kim, Hugon Lee, Sangmin Rhie, Seunghwa Ryu, Keonwook Kang
1970

50

Machine Learning Assisted Predictive Modelling of Bubble Growth Phenomenon in Foaming - Highlights
Xia Wei Shen†, Hugon Lee†, Lei Zhang, Nathan R.S. Chang, George Pehlert, Seunghwa Ryu*, Mu Sung Kweon, Patrick C. Lee*
1970