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: [email protected] ; Phone: 2163682029
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 [email protected].
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