Fotografi av Javier Villena Toro

Javier Villena Toro

Doktorand

För att minska det repetitiva ingenjörsarbetet inom produktutveckling jobbar jag med att skapa olika  innovativa AI-stödda metoder för designautomation. I min nuvarande forskning fokuserar jag på fixturdesign och automatiserad kvalitetskontroll.

Publikationer

2023

Javier Villena Toro, Anton Wiberg, Mehdi Tarkian (2023) Optical character recognition on engineering drawings to achieve automation in production quality control Frontiers in Manufacturing Technology, Vol. 3 (Artikel i tidskrift) Vidare till DOI
Javier Villena Toro, Anton Wiberg, Mehdi Tarkian (2023) Application of optimized convolutional neural network to fixture layout in automotive parts The International Journal of Advanced Manufacturing Technology, Vol. 126, s. 339-353 (Artikel i tidskrift) Vidare till DOI
Javier Villena Toro (2023) Machine Learning In Design Engineering and Manufacturing
Javier Villena Toro, Mehdi Tarkian (2023) Model Architecture Exploration Using Chatgpt for Specific Manufacturing Applications ASME IDETC-CIE (Konferensbidrag) Vidare till DOI

2022

Javier Villena Toro, Mehdi Tarkian (2022) Automated and Customized CAD Drawings by Utilizing Machine Learning Algorithms: A Case Study Proceedings of ASME 2022 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC-CIE2022): Volume 3B: 48th Design Automation Conference (DAC), s. DETC2022-88971, V03BT03A040:1-DETC2022-88971, V03BT03A040:10, Artikel DETC2022-88971, V03BT03A040 (Konferensbidrag) Vidare till DOI

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