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development, machine learning, and artificial intelligence (AI). Knowledge / Skills / Abilities Knowledge of artificial intelligence (AI) Knowledge of signal and image processing Knowledge of supervised and
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to independently develop ideas for new research activities The following additional knowledge would be positive: Good knowledge of DSP algorithms for digital coherent transmission Experience with VPIphotonics
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of predictive models, multimodal data integration, development of explainable AI algorithms, analysis of clinical, biological and imaging data, and implementation of software tools supporting biomedical research
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focuses on developing digital tumor models that integrate clinical and molecular data to predict treatment response, therapeutic resistance, disease progression, recurrence, toxicity, and survival. We work
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the development, organization, production, and evaluation of various departmental program offerings within the assigned unit. Moreover, this employee provides general oversight to daily program activities in
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, and systematic evaluation of results. Objectives: Development and application of artificial intelligence algorithms for different use cases in the energy sector, e.g., forecasting of renewable energy
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. Familiarity with programming and algorithms. Desirable An ability to apply knowledge acquired from research into teaching materials and methods. Willingness and potential to identify and develop independent
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demonstrations. The successful candidate will work at the intersection of multi-disciplinary modelling, advanced AI algorithms, and decision-support tool development. Responsibilities will include programming
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responsible for the end-to-end investigation of novel federated learning strategies for causal inference. The role will bridge rigorous theoretical work with hands-on algorithm design and development on real
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the development of advanced digital infrastructures, such as next-generation networks (6G and beyond), as well as the vulnerability of businesses and consumers to these risks. Context and Scientific Objectives