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Challenges and Applications of Machine Learning for Product Design, Manufacturing and Operation

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Every day that passes we learn about successful applications of machine learning and ways it can be applied in our daily lives. Every industry is working towards leveraging new techniques and tools to solve everyday problems and continuously learn from them. Design and engineering are no different. Even though machine learning is not a new concept, applications of machine learning for design and manufacturing are relatively new due to recent developments in overcoming challenges with working with 3D shapes, emulating experts, augmenting data using simulations. In this presentation, I will discuss state-of-the art use of machine learning for product design and manufacturing as well as show some recent applications; particularly for automotive market.