[HTML][HTML] On the data quality and imbalance in machine learning-based design and manufacturing—A systematic review

YF Zhao, J ** human–AI symbiosis: Evidence from multiple case studies
E Bendoly, A Chandrasekaran, MRF Lima… - Decision …, 2024 - Wiley Online Library
The benefits of additive manufacturing (AM) extend beyond the attributes of physical
products and production processes they enable. Experience with AM can augment the way …

[HTML][HTML] Performance-driven engineering design approaches based on generative design and topology optimization tools: a comparative study

L Barbieri, M Muzzupappa - Applied Sciences, 2022 - mdpi.com
The advent of Additive Manufacturing (AM) is uncovering the limits of the current CAD
systems and, at the same time, is highlighting the potentials of the Topology Optimization …

Intelligent knowledge-based system to improve injection molding process

MR Khosravani, S Nasiri, T Reinicke - Journal of industrial information …, 2022 - Elsevier
The successful implementation of Industry 4.0 requires a comprehensive research, industrial
innovation, strategic plans, and integration of engineering concepts. In this study, we …

G-DfAM: a methodological proposal of generative design for additive manufacturing in the automotive industry

T Briard, F Segonds, N Zamariola - International Journal on Interactive …, 2020 - Springer
Metal additive manufacturing is an emerging technology in the industry and has a great
potential. Moreover, new technologies like generative design can maximize this potential by …

A generative-AI-based design methodology for car frontal forms design

P Lu, SW Hsiao, J Tang, F Wu - Advanced Engineering Informatics, 2024 - Elsevier
With the advancement of artificial intelligence, big data, and cloud computing, numerous
generative AI applications have surfaced. In contrast to conventional generative design and …

Influence of alloying elements on laser powder bed fusion processability of aluminum: A new insight into the oxidation tendency

A Ghasemi, E Fereiduni, M Balbaa, SD Jadhav… - Additive …, 2021 - Elsevier
This study focuses on the influence of alloying elements (Si and Mg) and the process
parameters on the laser powder bed fusion (LPBF) processability of aluminum (Al). In this …

Optimization of quadcopter frame using generative design and comparison with DJI F450 drone frame

J Bright, R Suryaprakash, S Akash… - IOP conference series …, 2021 - iopscience.iop.org
This research accentuates to explore designing the drone frame using Generative design
tools. A quadcopter is designed using Autodesk generative design embedded in Fusion …

Towards intentional aesthetics within topology optimization by applying the principle of unity-in-variety

S Loos, S Wolk, N Graaf, P Hekkert, J Wu - Structural and Multidisciplinary …, 2022 - Springer
Topology optimization is increasingly applied to design consumer products, for which
aesthetics plays an important role to consumer acceptance. In industrial design, it is known …