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monitoring, image analysis, climate data and ecological modelling. The doctoral researcher will work closely with Principal Investigator Ellis and will be co-supervised by Prof Tomas Roslin (University
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authenticity of generated and watermarked audio data, improving content-based audio watermarking, and evaluating robustness against removal, spoofing, adversarial attacks, and realistic downstream processing
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communications, statistical signal processing, and software-defined radio experimentation . Depending on your background and interests, your research may emphasize theoretical modelling and algorithms
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looking for a self-motivated colleague who is expected to: Hold a Master’s degree, with an excellent study record, in Electrical Engineering, Electronics, Microelectronics, Signal Processing, or a
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foliage components, and water-content-related properties needed for microwave VOD modelling. The work will include processing existing TLS datasets and collecting new field data from contrasting ecosystems
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community. The School of Chemical Engineering ( CHEM School ) is one of the six schools of Aalto University. It combines natural sciences and engineering in a unique way. The Atomic Scale Processing group
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related to the Foresail-1p mission, including image-based monitoring and interpretation of tether behaviour. Design and propose improved E-sail tether deployment schemes, safety mechanisms, and
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with signal processing, time series analysis or machine learning Programming skills in MATLAB and/or Python What we offer The position is fixed term and follows Aalto's standard 2+2 model. It will be
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]. Selected references [1] J. Martinelli. “Position: Biology is the Challenge Physics-Informed ML Needs to Evolve”. In: Advances in Neural Information Processing Systems. Vol. 38. OpenReview . 2025. [2] J
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. Bio2 aims to contribute to the development of novel solutions to move towards sustainable primary production and processing systems that can produce materials with fewer inputs, less environmental