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  • Postdoctoral Research Scientist
    Department of Civil Engineering & Engineering Mechanics
    Columbia University in the City of New York

    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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