ArticleChemistry of materials : a publication of the American Chemical Society2025
Guiding the Design of Multifunctional Covalent Organic Frameworks: High-Throughput Screening of Thermal and Mechanical Properties.
Article in Chemistry of materials : a publication of the American Chemical Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- ReDD-COFFEE under the Lens: Revealing Adsorption and Separation Performances of Hypothetical COFs Using Molecular Simulations and Machine Learning.Industrial & engineering chemistry research · 2026Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Covalent organic frameworks (COFs) are crystalline, porous polymers with exceptional structural tunability and low density, making them ideal candidates for diverse applications, including gas storage, catalysis, electronics, and thermal management. However, their widespread use is often hindered by limited thermal and mechanical stabilitiesproperties that are not well understood across the vast COF chemical space. In this work, we perform a comprehensive high-throughput screening of over 38,000 2D and 3D COFs, comprising more than 1,000 unique organic linkers, to explore their mechanical stiffness and thermal conductivity through large-scale atomistic simulations. Our results reveal that COFs span an extraordinarily wide property space, with thermal conductivities ranging from ∼0.02 W m
Identifiers
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.