.... These findings demonstrate how AI can accelerate the development of evidence synthesis products and promote timely evidence-based decision making in global development. 24 07 2023 27 11 2023 30 11 2023 07 12 2023 artificial intelligence Machine learning product development...

... to Ref. [ 25 ]. Emails: ihazra@umd.edu ; ihazra@iitkgp.ac.in Email: achatter@umd.edu reliability-based optimization health monitoring operational profile planning unmanned surface vessel artificial intelligence computer-aided engineering design optimization multi-objective...

... Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 15 06 2023 16 11 2023 21 11 2023 30 11 2023 artificial intelligence Data-driven design Design of engineered materials system design optimization design...

... of underlying needs can be serendipitous and unrepresentative. This paper aims to provide insights from artificial intelligence research to indicate the future direction of AI-driven human-centered design, considering the essential role of empathy. Specifically, we conduct an interdisciplinary investigation...

... graph neural network scalar vector graphics explainable AI feature recognition design automation machine learning signal processing data-driven design design visualization product design artificial intelligence Division of Civil, Mechanical and Manufacturing Innovation 10.13039...

... representation artificial intelligence generative design machine learning structural optimization Division of Civil, Mechanical and Manufacturing Innovation 10.13039/100000147 2142290 By designing the microstructures of architected materials, a wide spectrum of properties...

...-perspective knowledge extraction document understanding phrase-level dataset language model text classification sentence-design entity mapping artificial intelligence conceptual design design automation machine learning As the amount of textual material grows daily, there is a great need...

...@cmu.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 19 09 2022 22 05 2023 22 05 2023 23 06 2023 artificial intelligence computer-aided design design for manufacturing generative design U.S...

... at each iteration, which limits the application scope of the method. topology optimization convolutional neural network machine learning artificial intelligence computer-aided design conceptual design design optimization simulation-based design 30 11 2022 09 04 2023 11 04...

...Jana I. Saadi; Maria C. Yang Generative design tools empowered by recent advancements in artificial intelligence (AI) offer the opportunity for human designers and design tools to collaborate in new, more advanced modes throughout various stages of the product design process to facilitate...

...Guanglu Zhang; Ayush Raina; Ethan Brownell; Jonathan Cagan Advances in artificial intelligence (AI) offer new opportunities for human–AI cooperation in engineering design. Human trust in AI is a crucial factor in ensuring an effective human–AI cooperation, and several approaches to enhance human...

...-by-analogy called bio-inspired design (BID). Although BID as a design method has been proven beneficial, the gap between biology and engineering continuously hinders designers from effectively applying the method. Therefore, we explore the recent advance of artificial intelligence (AI) for a data-driven...

... ]. artificial intelligence computer-aided design data-driven design design for manufacturing design methodology 09 07 2022 04 12 2022 09 12 2022 10 01 2023 Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign...

... ]. Humans approach this process through various cognitive processes, which research has classified into types and has been shown to affect the effectiveness of ideation [ 21 ]. Over the past 25 years, research on computers and artificial intelligence (AI) has increasingly focused on how these systems can...

... materials Design of a self-timing solar seawater desalination machine Staging co-design for reverse modeling of product development Detecting aggressive driving behavior using scilab Design of remote intelligent home finance software Designing products by artificial intelligence design...

...Ayush Raina; Jonathan Cagan; Christopher McComb Building an Artificial Intelligence (AI) agent that can design on its own has been a goal since the 1980s. Recently, deep learning has shown the ability to learn from large-scale data, enabling significant advances in data-driven design. However...

... (T5) artificial intelligence machine learning product development References [1] Schaffhausen , C. R. , and Kowalewski , T. M. , 2015 , “ Large-Scale Needfinding: Methods of Increasing User-Generated Needs From Large Populations ,” ASME J. Mech. Des. , 137...

... Foundation 10.13039/100000001 OAC 1835782 Northwestern University 10.13039/100007059 McCormick catalyst grant artificial intelligence data-driven design design for manufacturing design optimization generative modeling robust design uncertainty modeling 26 04 2022 29 09...

...Leah Chong; Ayush Raina; Kosa Goucher-Lambert; Kenneth Kotovsky; Jonathan Cagan Decision-making assistance by artificial intelligence (AI) during design is only effective when human designers properly utilize the AI input. However, designers often misjudge the AI’s and/or their own ability, leading...

... Terms of the Functional Basis ,” ASME J. Mech. Des. , 133 ( 2 ), p. 021007 . 10.1115/1.4003249 [29] Shu , L. , 2010 , “ A Natural-Language Approach to Biomimetic Design ,” AI EDAM: Artificial Intelligence for Engineering Design, Analysis, and Manufacturing , 24 , pp. 507 – 519...