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Field
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identification, optimization, or numerical methods is valuable, as is knowledge of data analysis and machine learning for complex, high-dimensional systems. Programming experience in MATLAB or Python, and an
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embedding longevity, material efficiency, and realistic performance limits from the start. This project develops a pioneering methodology for data-driven optimization of next-generation material systems. You
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. Empa is a research institution of the ETH Domain. Your tasks Optimizing vehicle aerodynamics to reduce transportation emissions, understanding airborne disease transmission, and predicting climate
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, optimal perturbations, resolvent methods) of Görtler vortices, identifying dominant modes and regions amenable to control. -Objective 2: Reduced-order modelling via autoencoders and discovery of explicit
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processes [Progress in Retinal and Eye Research 93, 101170 (2023); The Journal of Clinical Investigation 132 (2), e154218 (2022)]. The research and development tasks include the design and optimization
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recommendations for optimizing the sound environment in manufacturing, retail, and services. The results may contribute to more effective shaping of the consumer experience, increasing customer value, and
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this project, you will investigate the optimal conditions and underlying mechanisms of Imagery Rescripting, a treatment aimed at alleviating distressing memories. You will begin by examining how
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Generative AI applications continue to expand, optimizing computational efficiency is becoming increasingly critical, particularly for AI in resource-constrained environments or at the edge. To address
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scaffolds (PLA-based) Optimization of additive manufacturing processes and scaffold design Study of scaffold degradation rates Application and optimization of piezoelectric ceramic coatings Development
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modeling to create a predictive tool that spans orders of magnitude in length and time. Hands-On Numerical Modeling: Implement your model in a custom-made data analysis tool that uses advanced optimization