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Spring 2024
The advent of Industry 4.0 integrates advanced digital technologies and Artificial Intelligence (AI) into system engineering. This research explores the potential of AI in smart automation for industries, bridging it with physics-informed approaches, particularly through Explainable Artificial...
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Spring 2020
Machine learning (ML) has shown great potential to create tremendous value and growth to all sectors around the world, enhancing productivity, health, and longevity of humanity. ML differentiates itself from all previous methods through its adaptive and self-learning capabilities. In recent...
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Fall 2023
Monoclonal antibodies (mAbs) have become indispensable assets in modern medicine, necessitating advancements in large-scale production to meet the growing market demand. This thesis focuses on two critical aspects of mAb production: state estimation in the upstream process and the control and...