Physics-informed Deep Learning and Differentiable Mechanistic Models for Multicomponent Transport Phenomena

A large subset of critical metals in today’s world occur in abundance across diverse bodies of water. For example, 83% of global lithium reserves are found in salt lakes and geothermal brines. Harvesting these metals, however, is often a separations challenge due to the presence of other solutes wit...

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Bibliographic Details
Main Author: Rehman, Danyal
Other Authors: Lienhard V, John H.
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/153665