총 44 건
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