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Postdoctoral Researcher in ML for Dynamical Systems Representation, Prediction, and State-estimation
23 Jan 2026 Job Information Organisation/Company AALTO UNIVERSITY Research Field Computer science Engineering Mathematics Researcher Profile Recognised Researcher (R2) Established Researcher (R3
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23 Jan 2026 Job Information Organisation/Company AALTO UNIVERSITY Research Field Literature Researcher Profile Leading Researcher (R4) Application Deadline 15 Feb 2026 - 00:00 (UTC) Country Finland
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transport simulation Travel behaviour and choice modelling Network optimization and algorithmic methods Machine learning and data-driven approaches for mobility analysis, prediction, or decision support
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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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10 Jan 2026 Job Information Organisation/Company AALTO UNIVERSITY Research Field Engineering Researcher Profile Recognised Researcher (R2) First Stage Researcher (R1) Country Finland Application
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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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related fields. Demonstrated research experience in biodegradation, polymer-microbe interactions, or environmental biotechnology. Practical experience with bioreactors, analyzing multi-modal data and at
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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