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with both research and teaching responsibilities. Preference will be given to candidates whose expertise aligns and strengthens the research of the Department. The successful candidates must have a PhD
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Postdocs in Generative Machine Learning for Biomedical Data. The postholders will focus on developing and applying state-of-the-art generative models (such as VAEs, GANs, and transformer-based architectures
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through scientific publications and presentations Conducting independent and self-motivated research while contributing to our research team Who we are looking for PhD in inorganic solid-state chemistry
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in the light of ongoing European projects. The candidate will play a central role in developing quantum communication protocols, designing quantum network architectures, and building SDN-enabled
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an integrated development of network architectures, resource efficient algorithms, and programming paradigms for enabling an application-tailored design of dependable communication and computation systems
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Framework Programme? Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure? No Offer Description RESEARCHER PROFILE Postdoc/R2: PhD holders RESEARCH FIELD(S)1
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of surrogate model architectures for complex industrial systems: the generative component proposes models based on natural language specifications, while the symbolic component ensures compliance with system
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into district heating networks (DHN), and to study the architecture, sizing, and control strategies for its optimal integration into such networks. Currently, sensible heat storage remains the most widely used
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: Developing physics-informed neural networks (PINNs) for complex dynamical systems modeling and observer design Creating and validating digital twin architectures that incorporate physical laws and constraints
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3 Sep 2025 Job Information Organisation/Company AALTO UNIVERSITY Research Field Architecture Researcher Profile Recognised Researcher (R2) Established Researcher (R3) Country Finland Application