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for physical AI and physics‑based simulation for complex mechanical systems. We are now seeking a postdoctoral researcher for a project aiming at physics‑informed autonomous control of machines operating in
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. The position is full-time for two years, starting on April 1, 2026, or by agreement. The deadline for submitting an application is February 16, 2026. Project Description and Tasks In the project “All-Plant-Based
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segmentation approaches. The project is based in the team of Max Renner (Department of Chemistry). Qualifications To be appointed under the postdoctoral agreement, the postdoctoral fellow is required to have
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–environment systems. A central component of the project is the development of next-generation process-based eco-epidemiological models that explicitly integrate environmental variability, ecological
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in radiotherapy with the goal of enabling fully adaptive radiotherapy. The work is based on deep learning, where models are trained on generated or clinical data. The project is carried out in
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full time for two years and the position is expected to start in August 2026, or according to agreement. The position is based at the Department of Ecology, Environment and Geoscience at Umeå University
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, the establishment and optimization of behavioral assays under controlled oxygen conditions, image‑based analyses, and quantitative data processing and interpretation. The role also includes active participation in
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to apply is 13 April, 2026. Research environment The postdoc will join the group of Dr. Barbara Sixt, a well-funded and highly international research team. The lab is based at Umeå University in