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Journal of Computing and Information Science in Engineering

Highlights of CIE 2021

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J. Comput. Inf. Sci. Eng. June 2022, 22(3)

This special issue contains a selection of papers from the 41st American Society of Mechanical Engineers (ASME) Computers and Information in Engineering (CIE) Conference that was held virtually, August 17–19, 2021, in conjunction with the International Design Engineering Technical Conferences (IDETC). Selected papers were nominated by the four CIE technical committees, namely, Advanced Modeling and Simulation (AMS), Computer Aided Product and Process Development (CAPPD), Systems Engineering, Information and Knowledge Management (SEIKM), and Virtual Environments and Systems (VES).

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Special Issue on Geometric Data Processing and Analysis for Advanced Manufacturing

Geometric information, such as three-dimensional (3D) shapes and network topologies, has been increasingly explored in manufacturing research. For example, characterizing geometric information in 3D-printed parts, in-situ or ex-situ, opens opportunities for defect detection, quality improvement, and product customization. However, geometric data mining remains critically challenging. Geometric information is embedded in complex data structures, such as 3D point clouds, graphs, meshes, voxels, high-dimensional images, and tensors, which possess challenges for analysis due to their high-dimensionality, high-volume, unstructured, multimodality characteristics. Additional challenges stem from compromised data quality (e.g., noisy and incomplete data), the need for registration, etc.

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