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: firstname.lastname@example.org; Phone: 2163682029
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).
Develop physics-informed machine learning modeling tools and validate with experiments performed in the lab (40%)
Perform experiments in two-phase flows for boiling and condensation (15%)
Perform CFD simulations in two-phase flows for boiling and condensation (15%)
Publish peer-reviewed journal papers and attend international conferences to disseminate and share research (20%)
Coordinate with sponsors for meeting research project deliverables (10%)
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%)
Education/Licensing: PhD in Engineering
Machine Learning/ Neural Networks
ANSYS Fluent/COMSOL multiphasic Solver
Experimental design and thermal-fluidic testing experience in lab setting
No special working conditions.
Please submit your CV and names of three references to email@example.com.