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Congratulations Omsri Aeddula, Doctor of Philosophy!

Omsri Aeddula successfully defended his PhD thesis “Navigating Data Challenges: AI-Driven Decision Support for Product-Service System Development” in front of a full house of 50 people in the room and online. Omsri made a popular presentation of his research and took the audience through his findings and application cases within mechanical engineering and applied health […]

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ARTIFICIAL NEURAL NETWORKS SUPPORTING CAUSE AND EFFECT STUDIES IN PRODUCT-SERVICE SYSTEM DEVELOPMENT

Abstract A data analysis method based on artificial neural networks aiming to support cause-and-effect analysis in design exploration studies is presented. The method clusters and aggregates the effects of multiple design variables based on the structural hierarchy of the evaluated system. The proposed method is exemplified in a case study showing that the predictive capability […]

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