Data science for engineering design: State of the art and future directions

• Published in: Computers in industry Vol. 129; p. 103447
• Main Authors: Chiarello, Filippo, Belingheri, Paola, Fantoni, Gualtiero
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.08.2021
• Subjects: Data science; Engineering design; Literature review; Scoping review; State of the art; Engineering design; Data science; Literature review; Scoping review; State of the art
• ISSN: 0166-3615; 1872-6194
• DOI: 10.1016/j.compind.2021.103447

•Data Science (DS) finds applications in every phase of Engineering Design (ED).•Some ED process shows a lack of data driven approaches (i.e. Detailed Design, Prototyping, Sustainability).•There exist an overfocus on the literature on the use of specific data modelling methods.•Scholars in ED make s...