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: Develop innovative machine learning architectures for the mining, prediction, and design of enzymes. Combine state-of-the-art ML (e.g., deep learning, generative models) with computational biochemistry
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transportation systems using datasets (e.g., POI, population, travel time) to quantify environmental justice (EJ) metrics and integrate them into network design frameworks formulate novel optimization models
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measurements with theoretical modeling, the project aims to develop a robust mechanistic framework to describe these critical processes. The position is with the Environmental Physics Group at the Institute
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human and natural sources, some of them also affecting the climate. The Institute of Environmental Physics of the University of Bremen (IUP-UB) has extensive experience in in-situ measurements of trace
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-surface monolayers. Understanding energy and scalar fluxes across the air-sea interface is crucial for a number of environmental challenges, including weather, climate and sea state forecasting. The Air-Sea
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coating, iii) investigation of system design from small-scale to potentially pilot scale, and iv) application to micropollutant removal. Modelling aspects are open to exploration at molecular and process
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not clear which are the environmental cues that contribute to the aging of the hematopoietic system. Proteases of the coagulation system have been implicated in the regulation of the fate of HSC
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features allow overcoming such limitation? The PhD project will be largely experimental with some modelling aspects, and will begin with an identification of a set of research questions based on a detailed
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Management (SLUSE) IPB: Natural Resources and Environmental Sciences (NRES) UPM: Environmental Biotechnology/Environmental Engineering/Environmental System and Modeling UGM: Planning and Management of Coastal