Evidence map›Paper›PMID 42482604›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Revealing Structure-Property Coupling During Thermal Conversion of Metal-Organic Frameworks.

Gourav Bhattacharya, Sameh Khalil, Wajahat Khalid, Indrianita Lionadi, Abhijit Ganguly, Anna L Eichhorn, Christian Dietz, Amir Farokh Payam, Supriya Chakrabarti

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Gourav BhattacharyaNanotechnology and Integrated Bioengineering Centre, School of Engineering, Ulster University, Belfast, UK.ORCID https://orcid.org/0000-0001-5235-9240
Sameh KhalilNanotechnology and Integrated Bioengineering Centre, School of Engineering, Ulster University, Belfast, UK.
Wajahat KhalidNanotechnology and Integrated Bioengineering Centre, School of Engineering, Ulster University, Belfast, UK.
Indrianita LionadiNanotechnology and Integrated Bioengineering Centre, School of Engineering, Ulster University, Belfast, UK.
Abhijit GangulyNanotechnology and Integrated Bioengineering Centre, School of Engineering, Ulster University, Belfast, UK.
Anna L EichhornPhysics of Surfaces, Institute of Materials Science, Technische Universität Darmstadt, Darmstadt, Germany.
Christian DietzPhysics of Surfaces, Institute of Materials Science, Technische Universität Darmstadt, Darmstadt, Germany.
Amir Farokh PayamNanotechnology and Integrated Bioengineering Centre, School of Engineering, Ulster University, Belfast, UK.ORCID https://orcid.org/0000-0002-6433-2261
Supriya ChakrabartiNanotechnology and Integrated Bioengineering Centre, School of Engineering, Ulster University, Belfast, UK.ORCID https://orcid.org/0000-0001-5175-2884

Funding

Department for Economy (DfE) of Northern IrelandUS-Ireland research & development partnership project USI 160US-Ireland research & development partnership project USI 186
6 · The paper itself

Abstract

Metal-organic frameworks (MOFs) provide powerful templates for constructing porous inorganic materials, yet the nanoscale thermal conversion pathways remain unclear. We reveal the mechanistic origins of structure-property emergence during thermal transformation of Cu-BTC (HKUST-1 MOF) into nanoporous copper oxides, uncovering transient nanocomposite states that dictate the mechanical and optoelectronic properties. By integrating various characterization techniques, we establish a unified multiscale framework linking phase evolution, pore architecture, nanomechanics, and electronic structure. Controlled calcination (300°C-500°C) transforms MOF to nanoporous oxide with non-monotonic mechanical evolution. At 300°C, partial decomposition produces a heterogeneous Cu

Indexed as

atomic force microscopycalcinationelectronic structureenergy transformationengineeringmaterials sciencenanocompositenanoporousnanoscopic scalenanotechnology

Identifiers

PMID42482604
PMCPMC13568913

What OpenQuestion holds

Textmetadata
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Registered trials

None linked

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 OpenQuestion graph.