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Field
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magnitude, spatial distribution and temporal dynamics of mechanical cues shape cellular responses. You will investigate an integrated cell–material system in which living cells are mechanically coupled to a
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an image. Modern inverse freeform design methods compute surfaces that convert a given source light distribution to a desired target light distribution. These can be used to guide the design process for
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of biomedical imaging data; AI-based prediction of cell and exosome distribution in regenerative biomaterials. The candidate will receive interdisciplinary training in biomaterials research, advanced imaging
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sedimentological (grain size distribution), geochemical (XRF, ICP-OES, C/N), and soil physical (density, pore volume, water conductivity) analyses in the laboratory, multivariate statistical evaluation of the data
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! This unique research opportunity revolves around the physics of distributed robotic systems, mechanical metamaterials, active matter, and embodied intelligence, combining table-top experiments and
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? The transition to sustainable heating requires close collaboration between municipalities, distribution system operators (DSOs), households and other stakeholders. Effective planning depends on the ability
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deep-learning and 3D computer-vision models that detect features while representing a distribution of plausible interpretations. Encode geological relationships in a knowledge graph that stores
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discipline. Essential Good programming skills, preferably in Python/C#. Experience with machine learning, deep learning, or experimental AI evaluation. Interest in secure distributed AI, federated learning
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capable of integrating quantum key distribution methods and embedding post-quantum cryptographic techniques within the framework. Develop a synchronisation mechanism to combine multiple, differently-paced
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sources, and manipulation processes, including realistic post-processing and distribution shifts. Investigate uncertainty, calibration, and reliability measures that can support responsible human decision