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

Driving and environmental factors affecting lithium-ion battery capacity degradation in micro battery electric vehicles

Dongmin Kim, Seungmin Oh, Eunjeong Ko, Jisup Shim

eTransportation

Volume 28, Pages 100565, 2026

Molecular dynamics study of grain size effects on interfacial voids in Cu-Cu diffusion bonding

Junhyeok Park,Juheon Kim, Minki Jang, Byungjo Kim, Hayoung Chung

Applied Surface Science

Volume 720, Issue 28, Pages 165145, 2026

A novel low-fidelity-guided design of experiments for multi-fidelity surrogate modeling

Mingyu Lee, Juyoung Lee, Byeong Uk Song, Ikjin Lee

ADVANCED ENGINEERING INFORMATICS

Volume 69, Pages 104076, 2026