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Record W4409982584 · doi:10.1002/pol.20250284

Block Copolymer Boronic Ester Vitrimers: Balancing Self‐Healing and Creep Through Self‐Assembly

2025· article· en· W4409982584 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Polymer Science · 2025
Typearticle
Languageen
FieldMaterials Science
TopicPolymer composites and self-healing
Canadian institutionsMcGill University
FundersCentre québécois sur les matériaux fonctionnelsNatural Sciences and Engineering Research Council of CanadaMcGill University
KeywordsCopolymerSelf-healingCreepBlock (permutation group theory)Materials scienceSelf-assemblyPolymer chemistryComputer sciencePolymer scienceNanotechnologyComposite materialMathematicsPolymerCombinatoricsMedicine

Abstract

fetched live from OpenAlex

ABSTRACT Vitrimers offer notable advantages such as enhanced recyclability and self‐healing, but their susceptibility to creep remains a barrier to their widescale adoption. Here, we incorporated hard‐soft AB block copolymers into dynamic networks. Nitroxide mediated polymerization was used to synthesize prepolymers containing boronic acid functionality of either statistical or AB diblock architecture. We then formed four different boronic ester networks by blending a statistical diol‐functional prepolymer with either statistical, AB diblock copolymers, or a small‐molecule diboronic ester. The resulting networks include: N‐S (statistical/statistical), N‐B1 (statistical/diblock), N‐B2 (statistical/diblock), and N‐X (statistical/small molecule cross‐linker). Phase‐separated microdomains were confirmed in blocky N‐B1 and N‐B2 by small‐angle X‐ray scattering. Mechanical tests showed improved tensile strength and hardness in N‐B1 and N‐B2 compared with the homogeneous N‐S. Notably, creep was reduced five‐fold in blocky N‐B2 compared with homogeneous N‐S. Although lower stress relaxation was observed in the blocky networks, stress was still fully recovered with characteristic relaxation times < 33 s. All the networks retained their mechanical properties through recycling and exhibited self‐healing at ambient conditions. The results highlight the potential of incorporating small amounts (< 10 wt%) of phase‐separated microdomains in vitrimer networks to enhance their rheo‐mechanical properties.

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.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.032
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.002
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 head0.008
GPT teacher head0.270
Teacher spread0.262 · 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