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Record W4412522896 · doi:10.1038/s41467-025-61723-z

A solid-solution approach for controllable photomechanical crystalline materials

2025· article· en· W4412522896 on OpenAlexfundno aff
Yang Ye, Di Wu, Ying Sun, Dechen Wang, Yuanhang Wang, Na Wang, Hongxun Hao, Liang Li, Pancě Naumov, Chuang Xie

Bibliographic record

VenueNature Communications · 2025
Typearticle
Languageen
FieldMaterials Science
TopicPhotochromic and Fluorescence Chemistry
Canadian institutionsnot available
FundersTamkeenNational Natural Science Foundation of ChinaYork UniversityNew York University Abu Dhabi
KeywordsMaterials scienceComputer scienceNanotechnology

Abstract

fetched live from OpenAlex

Solid solutions are a unique and elegant crystal engineering strategy to control the properties of crystalline materials, and the tunability of physicochemical properties it provides has a wide scope of applications. In this research, we bring this strategy to the realm of smart molecular crystals and explore solid solutions of organic photomechanical crystals to create flexible structures that exhibit a gradient of predetermined emissive, mechanical, and reactive properties. Specifically, we demonstrate that fluorescence, mechanical properties, and solid-state photoreactivity in a binary mixed crystal system of 9-anthraldehyde (9AA) and 9-methylanthracene (9MA) can be simultaneously and precisely tuned simply by changing the composition. The statistical distribution of the two components in the solid solution was utilized to prepare a heterodimer by a cross-reaction between the molecules of the two components. The effect of doping on the rate and the extent of the solid-state photoreaction further enables modulation of the photomechanical bending of the crystals. This study shows that the solid solution method enables access to smart adaptive crystals that can perform specific solid-state photoreactions, exhibit a photomechanical response, and support flexible organic devices that cannot be achieved through conventional chemical modification strategies. Solid solutions can provide control over the properties of crystalline materials, which can be challenging to influence. Here, the authors show that the method can be used with organic photomechanical crystals to prepare flexible structures with properties changing along a gradient.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.572
Threshold uncertainty score0.501

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.333
Teacher spread0.314 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations11
Published2025
Admission routes1
Has abstractyes

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