Moisture-Driven Hydrogel Power Source with AsymmetricIon Adsorption for Fl exible Electronics

Zhaoyang Sun, Xian Wen, Jiseok Kim, Kaiying Zhao, Qun Zhou, Manmatha M ahato, Van Hiep Nguyen, Yang Yang, Liming Wang, and Il-Kwon Oh

Advanced Functional Materials

Accelerating stochastic simulation of post-failure landslide runout using a random graph neural network-based simulator

Yongjin Choi, Seungjun Lee

Computers and Geotechnics

Effect of W nucleation process on the adhesion of W/TiN/SiO2 structures for BEOL interconnects

Sun Woo Lee, Dong Jun Kim, Jinho Jeon, Taek-Soo Kim

Applied Surface Science

Data-driven Time-variant Reliability Analysis using Deep Gaussian Processes

Yongsu Jung, Mingyu Lee, Ikjin Lee

Reliability Engineering & System Safety

System confidence-based design optimization using a multi-output Gaussian process accounting for epistemic uncertainty

Yongsu Jung, Mingyu Lee

Structural Safety

Linear embedding-enhanced co-Kriging incorporating distinct projection matrices across fidelity levels

Youngseo Park, Mingyu Lee, Ikjin Lee

Journal of Mechanical Design

Stress-aware graph neural network for springback prediction considering material variations

Hui Wang, Heonyong Lim, Jeong Whan Yoon

Journal of Materials Processing Technology

TREX: Tokenizer Regression for Optimal Data Mixture

Inho Won, Hangyeol Yoo, Minkyung Cho, Jungyeul Park, Hoyun Song, KyungTae Lim

EACL

A self-correcting multi-agent LLM framework for language-based physics simulation and explanation

Donggeun Park, Hyeonbin Moon & Seunghwa Ryu

npj Artificial Intelligence