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Develop a Fault detection system for electric motors from vibration data using Model-Based design. Impact: Enhance motor reliability and reduce downtime through advanced fault detection. Expertise gained: Artificial Intelligence, Big Data, Embedded AI, Machine Learning, Modeling and Simulation, Predictive Maintenance, Health Monitoring, Low-cost Hardware  
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Develop a predictive classifier model able to discriminate jets produced by top quark decays from the background jets Impact: Reduce the interference of background jets and help the discovery of new fundamental physics Expertise gained: Artificial Intelligence, Big Data, Deep Learning, Physics |
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Analyze real-world traffic data to understand, model, and predict human driving trajectories. Impact: Contribute to autonomous driving technologies and intelligent transportation research. Expertise gained: Big Data, Autonomous Vehicles, Support Vector Machines, Machine Learning, Deep Learning, Automotive |
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Improve performance, stability, and cost effectiveness of data centers by designing a cooling algorithm that keeps the system running as efficiently as possible. Impact: Contribute to the performance, reliability, and efficiency of data centers worldwide. Expertise gained: Big Data, Sustainability and Renewable Energy, Cloud Computing, Control, Deep Learning, Modeling and Simulation, Parallel Computing, Predictive Maintenance |
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Monitor and control an industrial scale bioreactor process for pharmaceutical production. Impact: Improve quality and consistency of pharmaceutical products and contribute to transitioning the pharmaceutical sector to Industry 4.0. Expertise gained: Big Data, Industry 4.0, Control, IoT, Modeling and Simulation, Optimization, Machine Learning |