Guest Editorial
J. Comput. Inf. Sci. Eng. Jan 2024, 24(1): 010301 (2 pages)
Machine learning (ML), a sub-field of artificial intelligence (AI), is profoundly reshaping various aspects of human life. Its application in engineering systems promises to address long-standing challenges, although it also introduces new questions. While the potential of ML is undeniable, integrating existing ML methods into computer-aided design and manufacturing (CAD/CAM) presents distinctive challenges. These challenges encompass representation, adaptation, and the development of novel ML techniques to enhance CAD/CAM systems for diverse design and manufacturing solutions.
Guest Editors
Review Article
Multi-Modal Machine Learning in Engineering Design: A Review and Future Directions
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 010801. doi: https://doi.org/10.1115/1.4063954
Research Papers
A Data Augmentation Method for Data-Driven Component Segmentation of Engineering Drawings
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011001. doi:https://doi.org/10.1115/1.4062233
What’s in a Name? Evaluating Assembly-Part Semantic Knowledge in Language Models Through User-Provided Names in Computer Aided Design Files
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011002. doi:https://doi.org/10.1115/1.4062454
Artificial Intelligence Aided Design of Hull Form of Unmanned Underwater Vehicles for Minimization of Energy Consumption
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011003. doi:https://doi.org/10.1115/1.4062661
Accelerating Thermal Simulations in Additive Manufacturing by Training Physics-Informed Neural Networks With Randomly Synthesized Data
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011004. doi:https://doi.org/10.1115/1.4062852
Three-Dimensional-Slice-Super-Resolution-Net: A Fast Few Shooting Learning Model for 3D Super-Resolution Using Slice-Up and Slice-Reconstruction
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011005. doi:https://doi.org/10.1115/1.4063275
Cross-Domain Transfer Learning for Galvanized Steel Strips Defect Detection and Recognition
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011006. doi:https://doi.org/10.1115/1.4063102
HG-CAD: Hierarchical Graph Learning for Material Prediction and Recommendation in Computer-Aided Design
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011007. doi:https://doi.org/10.1115/1.4063226
An Invariant Representation of Coupler Curves Using a Variational AutoEncoder: Application to Path Synthesis of Four-Bar Mechanisms
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011008. doi:https://doi.org/10.1115/1.4063726
An Automatic High-Precision Calibration Method of Legs and Feet for Quadruped Robots Using Machine Vision and Artificial Neural Networks
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011009. doi:https://doi.org/10.1115/1.4063891
Transforming Hand-Drawn Sketches of Linkage Mechanisms Into Their Digital Representation
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011010. doi: https://doi.org/10.1115/1.4064037
