3 papers
cs.CV2025
MP-GFormer: A 3D-Geometry-Aware Dynamic Graph Transformer Approach for Machining Process Planning
Fatemeh Elhambakhsh, Gaurav Ameta, Aditi Roy +1
Machining process planning (MP) is inherently complex due to structural and geometrical dependencies among part features and machining operations. A key challenge lies in capturing…
cs.LG2025
A Domain Adaptation of Large Language Models for Classifying Mechanical Assembly Components
Fatemeh Elhambakhsh, Daniele Grandi, Hyunwoong Ko
The conceptual design phase represents a critical early stage in the product development process, where designers generate potential solutions that meet predefined design specifica…
cs.CE2025
Generative Multimodal Multiscale Data Fusion for Digital Twins in Aerosol Jet Electronics Printing
Fatemeh Elhambakhsh, Suk Ki Lee, Hyunwoong Ko
The rising demand for high-value electronics necessitates advanced manufacturing techniques capable of meeting stringent specifications for precise, complex, and compact devices, d…