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Research theme area:
Postdoctoral Opportunity in Hydrogen Production Reactors, Advanced Image Analysis, Experimental Multiphase Flow, and Particle Image Velocimetry.
Abstract:
The candidate will collaborate with researchers from the project 56 FAPESP Research Centre for Greenhouse Gas Innovation of POLI-USP at the University of São Paulo. Summary of the program and projects can be found at the RCGI website (https://sites.usp.br/rcgi/).
The selected candidate will employ machine learning to perform flow analysis with a focus on noise removal, construction of neural networks and unsupervised methods. The candidate must work with experimental and numerical source data.
Description:
The applicant will contribute in line with the main objectives of the project:
1. Use and/or develop image analysis approaches to study multiphase flows in hydrogen production through electrochemical reactors.
2. Work with flows obtained experimentally and synthetic image analysis.
3. Understand experimental and numerical methods related to fluid mechanics.
4. Collaborate closely with a multidisciplinary team of
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