Active learning framework to optimize process parameters for additive-manufactured Ti-6Al-4V with high strength and ductility

Jeong Ah Lee, Jaejung Park, Man Jae Sagong, Soung Yeoul Ahn, Jung-Wook Cho, Seungchul Lee & Hyoung Seop Kim

nature communications

Volume 16, 2025

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

Hui Wang, Heonyong Lim, Jeong Whan Yoon

Journal of Materials Processing Technology

Volume 348, Pages 119189, 2026

TREX: Tokenizer Regression for Optimal Data Mixture

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

EACL

2026

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

Donggeun Park, Hyeonbin Moon & Seunghwa Ryu

npj Artificial Intelligence

Volume 2, 2026

Operator learning for consolidation: An architectural comparison for DeepONet variants

Yongjin Choi, Chenying Liu, Jorge Macedo

Computers and Geotechnics

Volume 194, Pages 108017, 2026

Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human–AI Synergy

Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa Ryu

Advanced Intelligent Discovery

2025

Emerging DC-Generating TENG Mechanisms and Their IoT Applications

Sontyana Adonijah Graham, Andris Šutka and Ju-Hyuck Lee

Nanoenergy Communications

Volume 1, Issue 1, 2026

Dielectric Polarization-Driven Energy Amplification in 2D Nanostructure-Embedded PVC Gel TENGs for Tribo-Resistive Sensing Applications

Hyosik Park, Gerald Selasie Gbadam, Cheoljae Lee, Hyeonseo Joo, Sujeong Gwak, Orlando J. Rojas, Ju-Hyuck Lee

Small

Volume 22, Issue 10, 2025