... 2023 Email: andrea.scavalla@gmail.com Email: andrea.rossi@uniroma3.it Email: vincenzo.labattaglia@uniroma3.it Email: nicolapio.belfiore@uniroma3.it design representation Energy Harvesting Energy Harvesting mechanism theory Journal of Mechanical Design. Received October 15...

... Contributed by the Design Theory and Methodology Committee of ASME for publication in the J ournal of M echanical D esign . 13 06 2022 23 01 2023 26 01 2023 02 03 2023 conceptual design design methodology design process design representation design theory and methodology...

... for publication in the J ournal of M echanical D esign . 25 05 2022 19 01 2023 23 01 2023 20 02 2023 design representation design theory and methodology Design can be considered a learning process, in which knowledge is collected, synthesized, and organized to achieve...

... Massachusetts Institute of Technology International Design Center (SUTD-MIT IDC). cognitive-based design conceptual design creativity and concept generation design education design representation product design 12 05 2022 24 10 2022 05 11 2022 13 12 2022 Contributed...

... 2022 09 12 2022 design automation artificial intelligence deep learning generalizability agent-based design data-driven design design representation generative design machine learning Monte Carlo Tree Search Solving design problems is one of the most ubiquitous processes...

... author. Email: alpaib@doctor.upv.es Email: maria.alonso@gm.uca.es Email: mcontero@upv.es Email: jdorribo@purdue.edu design evaluation design representation design visualization product design virtual reality References [1] Coutts , E. R. , Wodehouse...

... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 25 04 2022 05 10 2022 07 10 2022 03 11 2022 computational geometry computer-aided design design for manufacturing design methodology design representation...

... analogies based on visual similarities. computational support for visual analogy making visual similarity unsupervised deep learning design by analogy sketching fixation artificial intelligence data-driven design design representation design visualization machine learning Hellinger...

... in interconnect spatial topology may impact the lumped-parameter system models (such as fluid loops) in ways that either prevent stimulation of certain designs or at a minimum introduce non-smoothness. Creating design representations that can support topology, geometry, and physical aspects of the 3D SPI2...

... for publication in the J ournal of M echanical D esign . 14 07 2021 23 03 2022 25 03 2022 27 05 2022 agent-based design collaborative design creativity and concept generation design education design process design representation team dynamics The COVID-19 pandemic...

... 2022 27 05 2022 approximation-based optimal design computational geometry design for assembly design optimization design representation Path planning emerges in a variety of real-world problems. For example, as new technologies such as electrification of vehicle powertrain...

... by the Design Theory and Methodology Committee of ASME for publication in the J ournal of M echanical D esign . 07 04 2021 26 03 2022 29 03 2022 29 04 2022 conceptual design data-driven design design automation design for humans design for X design process design...

... generative models. Some design problems are more suitable for specific design representation methods, which also influence the type of deep generative model architectures required. This figure outlines the typical components of design synthesis problems using deep generative models. Some design problems...

... of ASME for publication in the J ournal of M echanical D esign . 20 03 2021 22 01 2022 28 01 2022 18 03 2022 computer-aided design design evaluation design representation machine learning Many applications in engineering simulation, robotics/gaming involve...

... similarity across these abstractions, automated methods must contend with this often ambiguous notion of similarity. design evaluation design representation design theory and methodology 07 06 2021 08 02 2022 12 02 2022 01 03 2022 Contributed by the Design Theory...

... of design representation and could provide additional insights on design outcomes. Finally, the study developed a tool for designers to log prototypes during the design process, including open-ended space to describe what was learned from the prototype. This study proposes a rubric for categorizing...

.... The SVS method results in a text-rich dataset about a design. We utilize these textual design representations and the deep semantic relationships that words and sentences encode to predict more desirable design metrics, including CAT metrics. We demonstrate the ability of machine learning models...

... correlation coefficients between network measures and all the vector-based measures. This demonstrates how differently network-based measures are impacted by perturbations and subgraph-level searching. It is possible that the abstraction level of the design representation plays a significant role...

... metamodel structural design approximation-based optimal design conceptual design design methodology design of experiments design representation expert systems machine learning metamodeling simulation-based design structural optimization Surrogate models, also known as metamodels, response...

... computational geometry geometric modeling computer-aided design design process design representation design visualization product design product development Ever since the early days of humankind, nature has been an immense source of inspiration when it comes to designing and inventing [ 1...