Compliant composite journal bearings for water lubrication: Functional design strategies under misalignment and turbulence

Wonvin Kim, Su Hyun Lim, Wonki Kim, Donghyeon Cho, Kiyaranu Putra Pakartiwan, Samuel Kim, Dajeong Kang, Ha Eun Lee, Sangyoon Bae, Seong Su Kim

Composite Structures

Issue 374, Pages 119744, 2025

Challenges and innovations in chemical mechanical polishing in the More-than-Moore era

Hyeongmin Je, Sukkyung Kang, Sanha Kim

International Journal of Precision Engineering and Manufacturing-Green Technology

Pages 1-40, 2026

DeepWheel: Generating a 3D Synthetic Wheel Dataset for Design and Performance Evaluation

Soyoung Yoo, Namwoo Kang

Journal of Mechanical Design

Volume 148, Issue 5, Pages 51702, 2025

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

Computer Methods in Applied Mechanics and Engineering

Volume 446, Issue 118258, Pages 118258, 2025

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

Npj Computational Materials

Volume 11, Issue 272, Pages 1-11, 2025

Physics-informed neural networks for programmable origami metamaterials with controlled deployment

Sukheon Kang, Youngkwon Kim, Jinkyu Yang, Seunghwa Ryu

Materials Horizons

Volume 12, Issue 24, Pages 10641-10655, 2025

IM-Chat: A multi-agent LLM framework integrating tool-calling and diffusion modeling for knowledge transfer in injection molding industry

Junhyeong Lee, Joon-Young Kim, Heekyu Kim, Inhyo Lee, Seunghwa Ryu

Journal of Manufacturing Systems

Volume 83, Pages 839-855, 2025