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Postdoctoral Researcher in ML for Dynamical Systems Representation, Prediction, and State-estimation
for sequential data modelling, including Physics-informed Machine Learning and Koopman Operator-based representation framework, towards building interpretable predictive models for complex multi-physics dynamical
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11 Dec 2025 Job Information Organisation/Company AALTO UNIVERSITY Research Field Computer science Researcher Profile Recognised Researcher (R2) Established Researcher (R3) Country Finland
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allows the successful applicant to choose a flexible balance between advanced machine learning method development and exciting applications on molecular data, including biomedicine and drug discovery
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of novel methods and analysis of remote sensing data to monitor water table dynamics and biophysical properties of northern peatlands, from local to Holarctic scales. The position also involves participation
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research projects, teaching related tasks and assignments about societal impact. Potential tasks include data collection and analysis, conducting literature reviews, statistical analyses, research interviews
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documents (see below for more details). You can find more information about the ARTS Doctoral Programme and how to apply for doctoral studies here: Aalto Doctoral Programme in Arts, Design and Architecture
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20 Dec 2025 Job Information Organisation/Company AALTO UNIVERSITY Research Field Environmental science Geosciences Researcher Profile Recognised Researcher (R2) Established Researcher (R3) Country
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generations of research and development professionals, data specialists, technology experts, inventors, and scientists for industry and society. A Research Assistant (Master’s thesis position) in triboelectric
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of these three key areas: quantitative user studies, statistical modelling of human experimental data or human augmentation very good in scientific writing and communication skills very good knowledge
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and visual monitoring during deployment, working in coordination with the RT3D development led by E-Sailor 15. The research includes conducting laboratory and in-orbit experiments using data from