A review of graph neural network applications in mechanics-related domains

Y Zhao, H Li, H Zhou, HR Attar, T Pfaff, N Li - Artificial Intelligence Review, 2024 - Springer
Mechanics-related tasks often present unique challenges in achieving accurate geometric
and physical representations, particularly for non-uniform structures. Graph neural networks …

DeltaPhi: Learning Physical Trajectory Residual for PDE Solving

X Yue, L Zhu, Y Yang - ar**, the
limited generalization capability prevents them from learning correct physical dynamics …

[PDF][PDF] Retrieval-Augmented Generation in Engineering Design

DP Ghosh, DA Team - 2024 - researchgate.net
This paper explores the application of Retrieval-Augmented Generation (RAG) in
engineering design, examining its potential to revolutionize the design process through …