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Job ID: 222789

Postdoctoral Position in the Two-Phase Flow & Thermal Management Lab
Case Western Reserve University


Date Posted Oct. 3, 2023
Title Postdoctoral Position in the Two-Phase Flow & Thermal Management Lab
University Case Western Reserve University
Cleveland, OH, United States
Department Mechacnical and Aerospace Engineering
Application Deadline Open until filled
Position Start Date Available Immediately
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  • Post-Doc
  • Engineering Mechanics
 
 

Date: September 2023
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 physics-informed machine learning modeling tools and validate with experiments performed in the lab (40%)
  2. Perform experiments in two-phase flows for boiling and condensation (15%)
  3. Perform CFD simulations in two-phase flows for boiling and condensation (15%)
  4. Publish peer-reviewed journal papers and attend international conferences to disseminate and share research (20%)
  5. Coordinate with sponsors for meeting research project deliverables (10%)
  6. 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

REQUIRED SKILLS

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

WORKING CONDITIONS
No special working conditions.

 


  • Case Western Reserve University provides reasonable accommodations to applicants with disabilities. Applicants requiring a reasonable accommodation for any part of the application and hiring process should contact the Office of Equity at 216-368-3066 to request a reasonable accommodation. Determinations as to granting reasonable accommodations for any applicant will be made on a case-by-case basis.


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

Contact Information

 
  • Chirag Kharangate, Assistant Professor
    Mechanical and Aerospace Engineering
    Case Western Reserve University
    10900 Euclid Ave
    Glennan Building
    Cleveland, OH 44106
  •  
  • (216)368-2029
  • chirag.kharangate@case.edu

 

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