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issues in federated and decentralized learning systems. The aim is to develop novel methods for securing communication against passive and active adversaries, leveraging tools from statistical estimation
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of their biological counterparts. This project aims to overcome these limitations through a synergistic circuit–device co-design that jointly optimizes both circuit architectures and component properties, ensuring
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society and industry to develop a bio-based economy where forest biomaterials play a key role. Lindroos’ research group develops advanced methods and technologies to make forest operations more efficient
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forest biomaterials play a key role. Lindroos’ research group develops advanced methods and technologies to make forest operations more efficient, sustainable and data-driven, with work ranging from
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English. The PhD must have involved numerical modelling. It is desirable to have documented knowledge from their university education in: Mathematics, especially differential equations. Numerical methods
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that resonate with diverse audiences, using participatory human-centered methods. Supporting policymakers in designing strategies that combine technical and scientific robustness with democratic accessibility
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) for the intended dissertation project, including: Problem formulation, purpose, and research questions Previous research and contribution to the research front Theoretical framework Research strategy, method, and
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subject: Technology/Forest management/Biology Description: The Department is looking for a PhD student within the area of remote sensing of forest. Using remote sensing the PhD student will develop methods
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diversity of methods across disciplines, from interviews and focus groups, a survey, ethnographic approaches, network and scenario analyses. The team also collaborates with major stakeholders to identify
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their university education in: Mathematics, especially differential equations. Numerical methods and/or computer programming. Cloud physicsIt will be advantageous if the applicant is experienced with modeling