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-scale simulation, signal and image processing, time-series analysis, optimization and control, computational inverse problems, and artificial intelligence methodologies. The field of teaching is
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functions is therefore crucial in the process of model development to the specific tasks at hand. For instance, the Hyvärinen score matching principle has been widely applied in AI systems, particularly
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) in a relevant field, e.g. cell biology, biomedicine, biochemistry, molecular biology or biomedical imaging. The candidate should be highly motivated and committed to obtain a PhD degree, show genuine
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according to the guidelines, i.e., a written description of pedagogical training and teaching merits (Instructions on the JYU Work with us website) . Degree certificate (highest degree, a PDF copy/picture
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handling, behavioral studies, MRI laboratory work, fMRI experiments, signal processing and image analysis methods. The aim is also to transfer the new MRI methods to clinical scanners and thus there is a
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of components, circuits and systems that are based on optical waveguides integrated on small silicon chips. All these development steps can be done at VTT, including 200 mm wafer processing in our Micronova clean
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17 Sep 2025 Job Information Organisation/Company VTT Research Field Computer science » Programming Computer science » Other Engineering » Computer engineering Researcher Profile Recognised
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of water engineering, including hydrological modelling, cold climate hydrology, hydrological process studies, groundwater research, water quality, water management, water supply, treatment, and protection
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of the MET faculty, determined by the research profile and interests of the selected applicant. In BIO unit, research focuses on fundamental cellular processes and immunology. We utilize molecular genetics
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they employ. The design of loss functions is therefore crucial in the process of model development to the specific tasks at hand. For instance, the Hyvärinen score matching principle has been widely applied in