Domain-embedded deep learning frameworks for topology optimization: Enhancing structural performance under data scarce environments

https://doi.org/10.1016/j.advengsoft.2025.104064

ADVANCES IN ENGINEERING SOFTWARE

Volume 212, Pages 104064, 2026

A novel adaptive quality-based multi-fidelity surrogate framework for multiple low-fidelity data sources

Mingyu Lee, Juyoung Lee, Jae-Hoon Choi, Nam H. Kim, Ikjin Lee

ADVANCED ENGINEERING INFORMATICS

Volume 69, Pages 103973, 2026

Giga-voxel Multiscale Composite Architecture Mirrored through a Data-to-model Closed-loop Digital Twin

Siwon Yu, Seungsoo Jang, Young Seok Cho, Seunggyu Park, Jun Yeon Hwang, Soon Hyung Hong, Thomas James Marrow, Kang Taek Lee

Advanced Materials

Volume 38, Issue 7, 2025

Digital Twin of Solid Oxide Electrochemical Cells: From 3D Microstructure Reconstruction to Multiphysics Modeling

Seungsoo Jang, Yejin Kang, Kyung Taek Bae, Seong Hyun Park, Young Je Park, Dongyeon Kim, Hyeongmin Yu, Hyunjin Kim, Kang Taek Lee

Advanced Energy Materials

Volume 15, Issue 47, 2025

Cellulose Nanocrystals: Advancements and Applications in 3D Printing

Wonhee Lee, Tim Kuehnel, Alberto Andreu, Jiho Lee, Hoon Kim, Yong-Jin Yoon

Applied Materials Today

Volume 48, 2026

Hydration Reaction-Powered DNA Analysis Kit for Non-Instrumented Point-of-Care Diagnostics

Kyungsup Han, Saeeun Jang, Wei Xuan Chan, Noori Kim, Yong-Jin Yoon

International Journal of Precision Engineering and Manufacturing-Green Technology

2025

Multilayer Heat Source Model for Fiber Laser Welding of Cryogenic Steel

Changmin Pyo, Jaewoong Kim, Hyunseok Oh

Journal of Ocean Engineering and Science

Volume 2, Issue 1, Pages 326-343, 2026

Moisture-Driven Hydrogel Power Source with Asymmetric Ion Adsorption for Flexible Electronics

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

ADVANCED FUNCTIONAL MATERIALS

Volume 36, Issue 7, 2026