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Job ID:
230984
Postdoctoral Research Scientist
Columbia University in the City of New York
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Date Posted
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Feb. 19, 2024
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Title
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Postdoctoral Research Scientist |
University
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Columbia University in the City of New York
New York, NY, United States
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Department
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Department of Civil Engineering & Engineering Mechanics |
Application Deadline
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Open until filled |
Position Start Date
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Available immediately |
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Immediate opening for a Postdoctoral Research Scientist with Prof. Raimondo Betti at The Fu Foundation School of Engineering & Applied Science, Department of Civil Engineering & Engineering Mechanics and Principal Investigator. The successful candidate will conduct leading-edge research in the field of Structural Health Monitoring, with particular emphasis on the use of Machine Learning algorithms for rapid damage assessment. Research topics could focus on: the definition and use of novel damage sensitive features, physics informed machine learning, transfer learning from different source domains to a target domain, unsupervised strategies for decision making, etc.. The successful candidate will have the following responsibilities:
- Conduct advanced research on the selected topic(s)
- Help with the preparation of research proposals
- Help with the supervision of PhD students
Qualifications
Ph.D. in engineering, computer science, statistics or related field; experience with signal processing, spectral analysis, time-series analysis, machine learning algorithms and the modeling and analysis of complex systems; strong publication record; proficiency with either MATLAB or Python and practical skill with both; and strong oral and written English communication skills.
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