Physics-informed deep learning for multi-species membrane separations

Conventional continuum models for ion transport across polyamide membranes require solving partial differential equations (PDEs). These models typically introduce a host of assumptions and simplifications to improve the computational tractability of existing solvers. As a consequence of these constr...

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Bibliographic Details
Main Authors: Rehman, Danyal, Lienhard, John H.
Other Authors: Rohsenow Kendall Heat Transfer Laboratory (Massachusetts Institute of Technology)
Format: Article
Language:English
Published: Elsevier BV 2024
Online Access:https://hdl.handle.net/1721.1/155274