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on hierarchical Bayesian models, that allow us to integrate heterogeneous, but complementary, ecological and environmental data. The doctoral researchers will focus on developing statistical models and methods
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the "Mercury in the solar wind" ERC project at the Finnish Meteorological Institute. The PhD student will apply our global particle-based models to study the solar wind influence on Mercury and its environment
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structure and their possible extended formation from the low solar corona to inter-planetary space. Most existing global MHD models are largely limited by their lower boundary at 0.1 astronomical unit and
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into an expert in magnetic components in modern power electronic systems. The following topic with international secondments is offered: Design of inductors using time-domain loss models Objective: Design and
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at adapting our blood-brain barrier model to predict the brain permeability of extracellular vesicles and therapeutic agents. It by the use of cell culture, automation, high content imaging, TEER and
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stability theory, modeling & identification, optimal control, certifiably safe & robust control, and learning for dynamics & control. The main task of the PhD student will be to develop sound data-driven
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. The handling of unseen languages remains without real solutions, despite the research community having made a few practical excursions, such as using trash language models or confidence thresholds
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is to apply theories, models, and methods from psychology to improve Human-AI interaction. Your network and team The Aalto Engineering Psychology Group concentrates on research in human-AI interaction
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economy. The group aims for analyzing the technologies within this context through experimental and systematic model-based analyses. Scientific publications by the group can be viewed in Publications and
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to the development of deep learning methods to predict reaction outcomes and optimal reaction conditions for organic reactions. The work will involve model development using Python and/or other programming languages