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Job ID: 232803

Postdoctoral Scholar
Case Western Reserve University

Date Posted Mar. 12, 2024
Title Postdoctoral Scholar
University Case Western Reserve University
Cleveland, OH, United States
Department Mechanical and Aerospace Engineering
Application Deadline Open until filled
Position Start Date Available Immediately
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  • Post-Doc
  • Mechanical Engineering
    Engineering Physics

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:; Phone: (216) 368-2029



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).



  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%)



Attend department and school education and outreach activities


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





Experience: 0+ 

Education/Licensing: PhD in Engineering or Computer Science 


  1.       Machine Learning/ Neural Networks/ Computer Vision



  1.       ANSYS Fluent/COMSOL multiphasic Solver
  2.       C, Matlab 
  3.       Experimental design and thermal-fluidic testing experience in lab setting



No special working conditions.


Please submit your CV and names of three references to



Please reference in your cover letter when
applying for or inquiring about this job announcement.

Contact Information

  • Chirag Kharangate
    Mechacnical and Aerospace Engineering
    Case Western Reserve University
    10900 Euclid Ave
    Cleveland, OH 44106
  • (216)368-2029


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