... ournal of M echanical D esign . 01 07 2024 09 01 2025 14 01 2025 23 01 2025 Data-driven design design representation design visualization Machine learning Defense Advanced Research Projects Agency 10.13039/100000185 N66001-17-1-4064 Journal...

... design rationale conceptual design text mining knowledge internalization technical literature artificial intelligence collaborative design data-driven design design representation metamodeling National Natural Science Foundation of China 10.13039/501100001809 52205244...

... ournal of M echanical D esign . 29 06 2024 08 12 2024 12 12 2024 19 12 2024 Email: suresh@engr.wisc.edu Email: ssridhara@wisc.edu Data-driven design design representation Machine learning Journal of Mechanical Design. Received June 29, 2024; Accepted...

... 10 12 2024 12 12 2024 19 12 2024 Email: yunjian.qiu@sjsu.edu Email: yjin@usc.edu artificial intelligence conceptual design creativity and concept generation Data-driven design design methodology design process design representation design theory and methodology...

... within the material. Building on this innovative approach, space and point group crystallographic symmetries have been implemented in the development of parametric design representation of 2D planer lattice structures[ 27 ]. Also, in 3D cellular structure design, mirror symmetries resulted...

... performing an hour-long loosely controlled design task using various design representations (e.g., CAD and sketching). We also collected self-reported cognitive load using the NASA-TLX after the design task was completed. A preliminary analysis revealed that self-reported physical demand correlated...

...: ankush.kapoor@unsw.edu.au coronary stent design computer-aided design design optimization design representation machine learning product design Algorithm 1 Surrogate assisted optimization framework Require: Evaluated LHS design solutions X l , objective function value of evaluated...

... Committee of ASME for publication in the J ournal of M echanical D esign . 21 04 2024 02 09 2024 09 09 2024 18 11 2024 Graphical Abstract Figure artificial intelligence computational geometry design automation design representation generative design...

... . 23 10 2023 26 03 2024 28 03 2024 23 05 2024 Graphical Abstract Figure requirements design process requirements representation scrum contextual sketch agile concept generation conceptual design design representation product design Problem...

... 25 04 2024 21 05 2024 Email: mcyang@mit.edu Email: mayhuang@mit.edu 1 Corresponding author. Emails: rimadas@mit.edu ; rimadas@alum.mit.edu creativity and concept generation design methodology design representation design theory design theory and methodology design...

... computer-aided design data-driven design design evaluation design representation Graphical Abstract Figure 06 08 2023 16 02 2024 22 02 2024 28 03 2024 Copyright © 2024 by ASME 2024 American Society of Mechanical Engineers 1050-0472/2024/146(5)/051714/13...

... of ASME for publication in the J ournal of M echanical D esign . 19 06 2023 12 12 2023 14 12 2023 18 03 2024 Graphical Abstract Figure design courses and curriculum design education design methodology design process design representation design theory...

... of engineered materials system design representation metamodeling National Science Foundation 10.13039/100000001 2045322 Office of Naval Research 10.13039/100000006 N00014-23-1-2485 Developments in modern electronic devices such as smartphones, computers, and medical devices [ 1...

... does not consider irregular devices shapes. New design representations and shape descriptors for modeling complex device geometries will be investigated as part of future work. Furthermore, we plan to demonstrate our design method on larger-scale industry-relevant 3D applications that include multi...

...Alfred Leuenberger; Eliott Birner; Thomas S. Lumpe; Tino Stanković The design representations of lattice structures are fundamental to the development of computational design approaches. Current applications of lattice structures are characterized by ever-growing demand on computational resources...

... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 14 11 2022 28 11 2023 30 11 2023 22 12 2023 feature information network variation analysis dimension unit design for manufacturing design representation...

...Sandeep Krishkakumar; Cynthia Letting; Nicolas F. Soria Zurita; Jessica Menold Design representations play a pivotal role in the design process. In particular, design representations enable the formation of a shared understanding between team members, enhancing team performance. This paper explores...

... interval score data-driven design design of engineered materials system design optimization design representation Directorate for Engineering 10.13039/100000084 2238038 National Aeronautics and Space Administration 10.13039/100000104 80NSSC21K1809 University of California...

... 2023 19 11 2023 21 11 2023 15 12 2023 creativity and concept generation design evaluation design methodology design process design representation design theory design theory and methodology design visualization product design Sketching is a fundamental component...

... of the UIUC dataset—i.e., its non-uniformity and multi-modality—through the lens of Hierarchical Density-Based Spatial Clustering of Applications with Noise (HDBSCAN) . We illustrate why preserving the geodesic distance when learning the design representation is necessary through a pedagogical...