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  • Postdoctoral Scholar
    Mechanical and Aerospace Engineering
    Case Western Reserve University

    Date: March 2024
    Title: Postdoctoral Scholar
    Department: Mechanical and Aerospace Engineering
    School: Case School of Engineering
    Location: 10900 Euclid Ave Cleveland OH 44106
    Supervisor Name and Title: Chirag Kharangate, Assistant Professor
    Contact information: Email: chirag.kharangate@case.edu; Phone: (216) 368-2029


     


    POSITION OBJECTIVE


    Postdoctoral position in the Two-Phase Flow and Thermal Management Lab at Case Western Reserve University to do research in two-phase flows with focus on machine learning application to phase-change thermal management systems, including autonomous vision and Physics-informed neural networks (PINNs).


     


    ESSENTIAL FUNCTIONS



    1. Develop computer vision tools to investigate flow boiling imaging data from experiments (20%)

    2. Develop physics-informed machine learning modeling tools and validate with experiments performed in the lab (20%)

    3. Perform experiments in two-phase flows for boiling and condensation (15%)

    4. Perform CFD simulations in two-phase flows for boiling and condensation (15%)

    5. Publish peer-reviewed journal papers and attend international conferences to disseminate and share research (20%)

    6. Coordinate with sponsors for meeting research project deliverables (10%)

    7. Advise graduate and undergraduate students at the Two-Phase Flow and Thermal Management Lab in conducting their research projects relating to boiling and condensation experiments and modeling (10%)


     


    NONESSENTIAL FUNCTIONS


    Attend department and school education and outreach activities


     


    CONTACTS 
    Department: continuous (66+%)
    University: infrequent (up to 5%)
    External: moderate (16-30%)
    Students: moderate (16-30%)


    SUPERVISORY RESPONSIBILITY


    None


     


    QUALIFICATIONS


    Experience: 0+ 


    Education/Licensing: PhD in Engineering or Computer Science 


    REQUIRED SKILLS



    1.       Machine Learning/ Neural Networks/ Computer Vision


     


    RECOMMENDED SKILLS



    1.       ANSYS Fluent/COMSOL multiphasic Solver

    2.       C, Matlab 

    3.       Experimental design and thermal-fluidic testing experience in lab setting


     


    WORKING CONDITIONS


    No special working conditions.


     


    Please submit your CV and names of three references to crk91@case.edu.


     


     


 


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