Multilayer Heat Source Model for Fiber Laser Welding of Cryogenic Steel

Changmin Pyo, Jaewoong Kim, Hyunseok Oh

Journal of Ocean Engineering and Science

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

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

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

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

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

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

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

USPR: Learning a Unified Solver for Profiled Routing Problems

Chuanbo Hua, Federico Berto

AAAI 2026 (The 40th Annual AAAI Conference on Artificial Intelligence)