New pub­lic­a­tion: Cir­cu­lar eco­nomy and ma­chine learn­ing for product de­vel­op­ment

We are pleased to present our latest publication:
"Sustainable Design and Repair: Leveraging Circular Economy and Machine Learning for Product Development"

Authors: Noushin Mohammadian, Omid Fatahi Valilai, Alexander Schlüter

This publication shows how repair manuals in the textiles, electronics and vehicle accessories industries can help promote sustainability through circular economy principles and the use of causal machine learning methods. Sentiment and emotion analyses of YouTube© feedback are used to illustrate how repair content can generate a positive response and strengthen a culture of repair and sustainability.

We would like to thank our co-authors Noushin Mohammadian and Omid Fatahi Valilai for their valuable contributions to this work.


The full article is available here: DOI: 10.1016/j.joitmc.2025.100469