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Javier Villena Toro

PhD student

To free engineers from repetitive chores in product development, I seek automation opportunities to create innovative AI-supported methods. My current research focuses on fixture design for robot operation and automated quality control.

Publications

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 (Article in journal) Continue to 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, p. 339-353 (Article in journal) Continue to 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 (Conference paper) Continue to 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), p. DETC2022-88971, V03BT03A040:1-DETC2022-88971, V03BT03A040:10, Article DETC2022-88971, V03BT03A040 (Conference paper) Continue to DOI

Coworkers

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Anan Ashrabi Ananno
PhD student
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Torbjörn Andersson
Associate Professor
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Mikael Axin
Associate Professor
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Nils Björklund
Lecturer
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Mats Björkman
Suzan Boztepe
Associate Professor, Docent
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Wanjun Chu
Adjunct Associate Professor
Martijn van Den Bosch
Lecturer
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Micael Derelöv
Associate Professor
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Jonas Detterfelt
Deputy Head of Department, Associate Professor
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Adelia Drego
David Eklöf
Lecturer
Victor Engmark
Lecturer
Hampus Gavel
Adjunct Associate Professor, Docent
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Erik Gustafsson
PhD student
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Maria Gustin Bergström
Adjunct Assistant Lecturer
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Peter Hallberg
Associate Professor, Head of Division
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Johan Hedbrant
Principal Research Engineer
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Fredrik Henriksson
Assistant Professor
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Martin Hochwallner
Associate Professor
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Elena Jiménez Romanillos
PhD student
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Marie Jonsson
Associate Professor
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Fredric Malm
Lecturer
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Sanjay Nambiar
PhD student
Babak Nemat
Adjunct Associate Professor
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Mats Nåbo
Lecturer
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Johan Persson
Associate Professor, Head of Unit
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Luis Ribeiro
Senior Associate Professor
Juan Felipe Ruiz Muñoz
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Simon Schütte
Senior Associate Professor, Head of Unit
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Mehdi Tarkian
Senior Associate Professor
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Sara Thor
Adjunct Assistant Lecturer
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Renee Wever
Professor
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Anton Wiberg
Postdoc
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Johan Ölvander
Dean, Professor

Organisation

Lego and drawings

Product Realisation (PROD)

The Division of Product Realisation belongs to the Department of Economic and Industrial Development (IEI). The department conducts education at the basic and advanced level, research and postgraduate education.
A-building in autumn

Department of Management and Engineering (IEI)

The Department of Management and Engineering (IEI) strengthens and develops tomorrow’s industry, business world and society by ground-breaking research, education and innovation.
Studenthuset on Campus Valla in Linköping

About LiU

Linköping University, LiU, offers innovative education and boundary-crossing research. The students are among the most desirable in the labour market and international rankings consistently place LiU as a leading global university.

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