44

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

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

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

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

USPR: Learning a Unified Solver for Profiled Routing Problems

Chuanbo Hua, Federico Berto

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

2025

TrajEvo: Designing Trajectory Prediction Heuristics via LLM-driven Evolution

Zhikai Zhao, Chuanbo Hua

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

2025

PARCO: Learning parallel autoregressive policies for efficient multi-agent combinatorial optimization

Federico Berto, Chuanbo Hua, Laurin Luttmann

NeurIPS 2025 (The Thirty-Ninth Annual Conference on Neural Information Processing Systems)

2025