From surface area to functionality: data-driven insights into MIL-100(Fe) synthesis for enhanced dye removal efficiency

Nanoscale 2026 Open access

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Authors: Saeid Zahedi Asl, Shayan Abaei, Hosein Alimardani, Mohammadreza Beydaghdari, Fahimeh Hooriabad Saboor, Mehrdad Asgari
DOI: 10.1039/d5nr04817f
Cited by: 1
References: 98

Abstract

(about 44% higher) with 34.9% crystallinity but achieved only 85.1% removal, about 13% lower than that of the optimized MB sample, indicating that even substantial increases in surface area do not govern adsorption performance. A qualitative t-SNE embedding of the descriptor space shows that the optimized samples occupy distinct neighborhoods, elucidating that MOF synthesis should be tailored to the target application rather than a single metric such as surface area.

Fields of Study & Subjects

Metal-Organic Frameworks: Synthesis and Applications Catalytic Processes in Materials Science Magnesium Oxide Properties and Applications

Publication details

Journal / source
Nanoscale
Publisher
Royal Society of Chemistry (RSC)
Volume
18
Issue
30
Pages
16310–16332
Publication date
1 January 2026
Language
EN