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the imec-Vision Lab (image reconstruction, processing, and analysis), the Bio-Imaging Lab (preclinical neuro-MRI), and the Laboratory of Cell Biology and Histology (cell biology and advanced microscopy
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at University Antwerp Profile You hold a Master degree in Bio-engineering, Biomedical sciences, Pharmaceutical sciences, Biochemistry, Biology, Biotechnology or equivalent degrees or you will have obtained it by
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Devriendt, head of the research group on structural integrity monitoring for offshore structures and Dr. Francisco de Nolasco, postdoctoral researcher working on ML algorithms for lifetime estimation. We
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Engineering, Master of Biology, Master in Bioinformatics. You will work at the interface of molecular biology, ecology, and insect physiology. Experience in some of these fields is an asset. Experience in
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-research/ ) You have a strong interest in (3D) stem cell culture, microscopy, biosensors, genetics and molecular biology. Prior experience with (iPSC) tissue culture, FLIM microscopy and organoids is a
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, storage and demand. YOUR TASKS You will develop mathematical models and metaheuristic algorithms for complex optimization problems in the context described above, see e.g., https://arxiv.org/abs/2503.01325
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learning algorithms. The two PhD students hired through this vacancy will primarily contribute to the development of debiased learning methods and assumption-lean modeling tools, and their application
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. Construct a model-based collision detection algorithm that exploits this mechanical compliance. Evaluate vibration dampening techniques in collaboration with the researchers from VUB. Design a hybrid robot
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. Digital Extraction from Historical Taxonomic Literature Application of OCR and machine learning algorithms to digitize printed and handwritten documents; Linking specimen mentions in literature to digital
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. Defining predictive tasks based on clinical goals. Selecting and setting up appropriate data preprocessing pipelines. Training and evaluation of computer vision models. Internal and external algorithmic