Session: Scalable Membrane Fabrication Methods and Modeling

This session will include talks related to innovative approaches to membrane preparation that address longstanding challenges related to membrane synthesis and manufacturing and quality control. Also included will be talks on creative approaches to address technical gaps and current weaknesses of module design. The session will also include approaches to enable the use of new materials in scalable membrane formation. Contributions that apply machine learning and artificial intelligence to membrane manufacturing are welcomed. 2023 Sessions that resulted from this theme: Membrane Formation, Manufacturing, and Module Design; Sustainable Membrane Fabrication and Manufacturing.