Postdoctoral researcher positions in control for advanced manufacturing
vor 4 Wochen
Job description
We are looking for motivated postdoctoral researchers to contribute to this effort. The envisioned research will address:
Lifelong learning and adaptation using digital twins for continuous process optimization in industrial processes, using methods such as reinforcement learning, continual learning, Bayesian optimization and adaptive control.
Development of digital twin-based learning and optimization methods for manufacturing processes such as 3D Printing, laser cutting, precision motion, and robotic manipulation using methods in machine learning, federated learning and optimization.
For both poistions, the results will be demonstrated on real-world advanced manufacturing and robotic systems in collaboration with industrial partners, helping to improve the efficiency and sustainability of their products.
Your goal will be to translate your own research ideas to tackle these challenges, in close collaboration with our interdisciplinary team. As part of this process, you will support our master students, publish in scientific journals, contribute to our teaching efforts, and participate in conferences. The positions are supported by the NCCR Automation and the European Project DMaaST that offer excellent opportunities for national and international collaboration with academic and industrial partners.
Your profile
You are highly motivated and dedicated with a doctoral degree in electrical, mechanical or industrial engineering. You are experienced as a researcher with an active interest in manufacturing processes and in developing automation solutions to improve their efficiency and sustainability. Programming, modelling, and data analysis skills in Python and support you in contributing to our ongoing software development efforts. Your spoken and written English skills help you navigate our international environment.
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Zürich, Schweiz ETH VollzeitJob description We are looking for motivated doctoral students to contribute to this effort. The envisioned research will address: Online learning-based control and control-oriented machine learning with application to advanced manufacturing systems, using methods such as Reinforcement Learning, Online Convex Optimization, and Iterative Learning...
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Zürich, Schweiz ETH VollzeitJob description We are looking for motivated doctoral students to contribute to this effort. The envisioned research will address: Online learning-based control and control-oriented machine learning with application to advanced manufacturing systems, using methods such as Reinforcement Learning, Online Convex Optimization, and Iterative Learning...
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Zürich, Schweiz Industrial Robotics Group Zürich (IRZ) VollzeitThe Industrial Robotics Group (IRZ) at ETH Zürich, is rapidly growing and focuses on pressing challenges in robot-based manufacturing. Utilizing advanced computational methods, machine learning, modeling, and custom hardware, we test our solutions in various real-world projects with industry.We foster a culture of continuous improvement, transparency, and...
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Zürich, Schweiz Industrial Robotics Group Zürich (IRZ) VollzeitThe Industrial Robotics Group (IRZ) at ETH Zürich, is rapidly growing and focuses on pressing challenges in robot-based manufacturing. Utilizing advanced computational methods, machine learning, modeling, and custom hardware, we test our solutions in various real-world projects with industry. We foster a culture of continuous improvement, transparency, and...
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Zürich, Schweiz Industrial Robotics Group Zürich (IRZ) VollzeitThe Industrial Robotics Group (IRZ) at ETH Zürich, is rapidly growing and focuses on pressing challenges in robot-based manufacturing. Utilizing advanced computational methods, machine learning, modeling, and custom hardware, we test our solutions in various real-world projects with industry. We foster a culture of continuous improvement, transparency, and...
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Zürich, Schweiz Industrial Robotics Group Zürich (IRZ) VollzeitThe Industrial Robotics Group (IRZ) at ETH Zürich, is rapidly growing and focuses on pressing challenges in robot-based manufacturing. Utilizing advanced computational methods, machine learning, modeling, and custom hardware, we test our solutions in various real-world projects with industry. We foster a culture of continuous improvement, transparency, and...
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Zürich, Schweiz Industrial Robotics Group Zürich (IRZ) VollzeitThe Industrial Robotics Group (IRZ) at ETH Zürich, is rapidly growing and focuses on pressing challenges in robot-based manufacturing. Utilizing advanced computational methods, machine learning, modeling, and custom hardware, we test our solutions in various real-world projects with industry. We foster a culture of continuous improvement, transparency, and...
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