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neurological diseases pose major challenges to modern healthcare. Despite their apparent differences, these conditions share striking cellular-level similarities, including altered cell–cell communication
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requirement. A very good command of the English language, both written and spoken, is a key requirement. Experience in Federated Learning, Computer Vision, Image Analysis, Mathematics, and Mathematical
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, and carbon–nitrogen allocation using advanced tools such as single-cell transcriptomics, root imaging, isotope tracing, gas-exchange, and leaf spectroscopy. The projects aim to uncover physiological
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strong potential as well for enhancing the quality of produce and positively influencing the sustainability of agricultural processes. The market of agricultural robots grew at a rate of 19.3% from 2021
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, hybrid) to understand trade-offs in coordination, transport, and reuse performance under different scenarios. Develop a digital warehouse management system for reuse hubs: design and prototype a hub
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, field). You are eager to learn new techniques, whether in plant physiology, genomics, or high-throughput phenotyping, and you enjoy connecting detailed trait measurements to the bigger picture of crop
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-dimensional Bayesian inverse problems for image reconstruction and chemical reaction neural networks with sparsity-promoting (and edge-preserving) priors, including diffusion-based approaches. Neural solvers
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expression underlies nearly every biological process in eukaryotes. It is facilitated through transcription factors (TFs), which bind to DNA and influence mRNA production at target genes. Organism-wide changes
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conventional harvesting. The research will involve practical DNA sampling, high-throughput genotyping, and data fusion using machine-generated harvest data, annotated images, and environmental information
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have the opportunity to develop their computational modelling capabilities in this project, alongside learning new skills such as testing on biological tissues and medical image processing