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systems using tools such as MATLAB, Python, COMSOL Multiphysics, Lumerical, or equivalent platforms. Contribute to experimental laboratory work in ultrafast and nonlinear optics. Develop and optimise
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knowledge and experience conducting literature searches and data collection. Desirable Programming and statistical skills (especially R and/or Python). Experience and/or a demonstrable interest in graphical
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Experience with Python and machine learning libraries (PyTorch, TensorFlow, scikit-learn). Understanding of deep learning, CNNs, Capsule Networks, and image processing fundamentals. Basic knowledge of handling
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pulse propagation, the material response, and other aspects of our experiments. Coding in Python Assisting with the filing and generation of intellectual property and technology transfer Assisting in
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approaches). Programming experience in C / C + + Python, or similar, and familiarity with scientific computing environments. Ability to work independently and as part of a multidisciplinary