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) for engineering systems. Our research covers surrogate modeling, reliability analysis, sensitivity analysis, optimization under uncertainty, and Bayesian calibration. We are known for developing the UQLab software
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) for engineering systems. Our research covers surrogate modeling, reliability analysis, sensitivity analysis, optimization under uncertainty, and Bayesian calibration. We are known for developing the UQLab software
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), Multi-armed Bandits, Bayesian Optimization. Automated Model Design and Tuning: Neural Architecture Search, Hyperparameter Optimization. Computer Networking: Resource-Constrained Networking (e.g., Internet
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on: Synthesis and characterization of catalyst pattern with 3D porosity by electrodeposition methods Synthesis and process optimization of high aspect ratio microstructured gratings by metal assisted chemical
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design approach for adapting and strengthening steel sections for reuse with WAAM, considering optimizations of material consumption, structural efficiency, and production constraints; Designing
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-generation magnetic materials. The goal is to optimize them for technological applications, including renewable energy systems and medical magnetic resonance imaging. Project Overview You will investigate
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Zürich (pd|z) at ETH Zurich a position in the field of design for additive manufacturing Project background Additive manufacturing (AM) offers unique advantages to optimally combine economic and
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and safety practices. Additionally, the project proposes a novel control regime to optimize train trajectories, allowing faster speeds, later braking, and closer spacing, while maintaining safety
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of Transformable Sites: Using UBEM to pinpoint optimal locations for densification based on spatial, architectural, and socio-economic assessment Implementation and Environmental Assessment: Applying densification
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for efficient manipulation and optimize biodegradability while maintaining robust robotic performance. Profile MSc background in Chemistry, Physics, Materials Science, Nanoscience & Nanotechnology, or related