What question did this study set out to answer?

This review aims to create a comprehensive framework for understanding and improving graphene oxide membranes in terms of transport mechanisms and scalability.

July 12, 2026MembranesOpen Access

From Atomic Channels to Deployable Membranes: A Design-Oriented Framework for Graphene Oxide Transport, Functionalization, and Scalability

View Full Paper

Ask AI

Bookmark

Authors

AAAwad Alzebair DADidem AYDIN İGİlkay Hilal Gübbük

Discussion

Member takes

Overview

Review synthesizes mechanisms and scalability of graphene oxide membranes, suggesting improvements for practical use.

Key Points

This review aims to create a comprehensive framework for understanding and improving graphene oxide membranes in terms of transport mechanisms and scalability.
Introduced a three-regime transport model incorporating various flow mechanisms.
Conducted a parity analysis comparing water permeance estimates using classical molecular dynamics and proposed corrections with tortuosity.
Developed a computational roadmap assessing critical quantum effects for different transport applications.
Established that molecular dynamics overestimates GO laminate water permeance by 3–8×, reduced to 1.5–2× with corrections.
Identified nuclear quantum effects as essential for proton transport, while unresolved for water permeance.
Proposed a 500-h hydraulic stability protocol to enhance cross-laboratory comparisons in membrane studies.

Cite This Study

Alzebair et al. (2026) studied this question.

synapsesocial.com/papers/6a5332484f7abc118adeddcc https://doi.org/10.3390/membranes16070237

View Full Paper

Ask AI

Bookmark

July 12, 2026MembranesOpen Access

From Atomic Channels to Deployable Membranes: A Design-Oriented Framework for Graphene Oxide Transport, Functionalization, and Scalability

View Full Paper

Ask AI

Bookmark

Authors

AAAwad Alzebair DADidem AYDIN İGİlkay Hilal Gübbük

Discussion

Member takes

Overview

Review synthesizes mechanisms and scalability of graphene oxide membranes, suggesting improvements for practical use.

Key Points

This review aims to create a comprehensive framework for understanding and improving graphene oxide membranes in terms of transport mechanisms and scalability.
Introduced a three-regime transport model incorporating various flow mechanisms.
Conducted a parity analysis comparing water permeance estimates using classical molecular dynamics and proposed corrections with tortuosity.
Developed a computational roadmap assessing critical quantum effects for different transport applications.
Established that molecular dynamics overestimates GO laminate water permeance by 3–8×, reduced to 1.5–2× with corrections.
Identified nuclear quantum effects as essential for proton transport, while unresolved for water permeance.
Proposed a 500-h hydraulic stability protocol to enhance cross-laboratory comparisons in membrane studies.

Cite This Study

Alzebair et al. (2026) studied this question.

synapsesocial.com/papers/6a5332484f7abc118adeddcc https://doi.org/10.3390/membranes16070237

Also Consider

Synapse has enriched 4 closely related papers on similar clinical questions. Consider them for comparative context:

View Full Paper

Ask AI

Bookmark