Hybrid fractional-order physics-informed neural network and reinforcement learning framework with blockchain for dynamic optimization of flux, fouling and heavy metal rejection in metal foam-enhanced direct contact membrane distillation systems

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Authors: Reza Shahouni, Moslem Abrofarakh
Cited by: 1
References: 29

Fields of Study & Subjects

Membrane Separation Technologies Process Optimization and Integration Wastewater Treatment and Nitrogen Removal

Publication details

Journal / source
Engineering Applications of Artificial Intelligence
Publisher
Elsevier BV
Volume
180
Pages
115164–115164
Publication date
27 May 2026
Language
EN