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德国于利希研究中心 IEK-6研究所急聘机器学习和图像处理方面博后
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机器学习和图像处理方面博后 https://www.fz-juelich.de/SharedDocs/Stellenangebote/_common/dna/2022-181-EN-IEK-6.html?nn=722362 The Institute of Energy and Climate Research - Nuclear Waste Management and Reactor Safety (IEK-6) performs cutting-edge research in the fields of nuclear waste management and safety. Your Job The first building block of the Digital Twin Kit is an image analysis system able to fully characterize the mineral growth and porosity changes in the microfluidic reactors from image stacks generated by time-lapse microscopy, Raman and X-ray CT imaging. In this context your work comprises: • Application of machine learning to establish an automated image processing workflow for data evaluation and creation of input data for numerical reactive transport simulations • Development of a standalone software including libraries with referenced minerals for an automated image processing of evolving porous media • Collaboration with international institutions for the development of the interface of the standalone software with the flow solvers • Presentation of the results at scientific conferences and in scientific publication Your Profile • Ph.D. in Computer sciences, applied Mathematics, (applied) Physics, Computational earth sciences or a related discipline • Experience in AI based image processing (e.g. convolutional neural networks) • Practical experience with programming languages (such as C, C++, Python or Fortran) • Knowledge in the imaging of porous media is desirable • Ability to work in an international multidisciplinary team is essential • Excellent English communication and writing skills Our offer We work on the very latest issues that impact our society and are offering you the chance to actively help in shaping the change! We support you in your work with: • A large research campus with green spaces, offering the best possible means for networking with colleagues and pursuing sports alongside work • Comprehensive training courses and individual opportunities for personal and professional further development • Extensive company health management • Ideal conditions for balancing work and private life, as well as a family-friendly corporate policy • Flexible working hours and 30 days of annual leave • Targeted services for international employees, e.g. through our International Advisory Service • Exploration and preparation of next career opportunities supported by our Career Center & Postdoc Office: https://www.fz-juelich.de/careercenter |
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