Post-doctoral Researcher in Advanced Signal Decomposition Techniques
6 dagen geleden
We are seeking a highly skilled post-doctoral researcher to join our team at the Department of Advanced Computing Sciences, Maastricht University. The successful candidate will design and develop new methods for data-driven and adaptive decomposition of nonlinear and nonstationary signals, and analyze their performance in various domains such as Engineering, Physics, and Medicine.
Key Responsibilities- Conduct research on machine learning-based data-driven signal decomposition
- Develop and implement new methods for decomposing univariate and multivariate signals
- Collaborate with the Systems and Control research group to advance the theoretical background of traditional techniques
- Present research results at international conferences and publish in top-tier journals
- Assist with educational tasks and participate in the activities of the research group
- PhD in Signal Processing, Machine Learning, Applied Mathematics, or a related field
- Demonstrated interest and experience in signal processing and at least one of the following fields: signal decomposition, machine learning, tensor decomposition
- Knowledge of traditional decomposition techniques, machine learning frameworks, and tensor-based methods
- Experience in programming (preferably in Python and Matlab)
- Proficiency in English (oral and written)
As a post-doctoral researcher at Maastricht University, you will be part of a vibrant and international community, with opportunities for professional growth and development. We offer a competitive salary, excellent employment conditions, and a comprehensive benefits package.
Maastricht University is committed to promoting and nurturing a diverse and inclusive community. We believe that diversity in our staff and student population contributes to the quality of research and education at UM, and strive to enable this through inclusive policies and innovative projects led by teams of staff and students.
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Maastricht, Limburg, Nederland Maastricht University VoltijdJob DescriptionWe are seeking a highly motivated Postdoctoral Researcher to join our team at the Department of Advanced Computing Sciences, Maastricht University. The successful candidate will work on advancing traditional signal decomposition methods by integrating artificial neural networks for increased accuracy and tensor-based methods for improved...
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