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Modelling membrane formation via Nonsolvent-Induced Phase Separation (NIPS) by physics-guided machine learning

Middle East Technical University · Chemical Engineering · Türkiye

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About this position

We are looking for a highly motivated PhD student to join our research group ( https://blog.metu.edu.tr/zculfaz/ ) where we work on developing membranes and membrane-based processes for a range of applications including separations in organic solvents, artificial organs and microfluidic systems. Our focus is on developing and understanding membrane formation and mass transport during formation and application of membranes.

The current project will be on using physics-guided and physics-informed machine learning approaches to model the nonsolvent-induced phase separation (NIPS) process used in ultrafiltration membrane formation.

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Modelling membrane formation via Nonsolvent-Induced Phase Separation (NIPS) by physics-guided machine learning — Middle East Technical University