Papers
1–3 of 3Research Paper·Feb 12, 2026
Beyond Pixels: Vector-to-Graph Transformation for Reliable Schematic Auditing
Multimodal Large Language Models (MLLMs) have shown remarkable progress in visual understanding, yet they suffer from a critical limitation: structural blindness. Even state-of-the-art models fail to ...
7.0 viability
Research Paper·Mar 10, 2026
A neural operator for predicting vibration frequency response curves from limited data
In the design of engineered components, rigorous vibration testing is essential for performance validation and identification of resonant frequencies and amplitudes encountered during operation. Perfo...
5.0 viability
Research Paper·Jan 28, 2026
Cheap2Rich: A Multi-Fidelity Framework for Data Assimilation and System Identification of Multiscale Physics -- Rotating Detonation Engines
Bridging the sim2real gap between computationally inexpensive models and complex physical systems remains a central challenge in machine learning applications to engineering problems, particularly in ...
4.0 viability