Millionfold accelerated AI solver for 3D multi-physical simulations of ultrapermeable membranes

Abstract Solving three-dimensional (3D) multi-physics forward and inverse problems is indispensable for fundamental understanding and optimal design of membrane-based desalination systems. Unfortunately, it is computationally expensive when applying traditional numerical methods. Herein, a modified...

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Bibliographic Details
Main Authors: Yanjin Liu, Jiu Luo, Mingming Huang, Hong Liu, Zhiwei Wang, Yi Heng
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:npj Clean Water
Online Access:https://doi.org/10.1038/s41545-025-00491-1
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