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Record W4416931276 · doi:10.1016/j.cej.2025.171512

Self-healing, ultra-high impact-resistant elastomer composites based on enhanced non-covalent cross-linked dual dynamic network

2025· article· en· W4416931276 on OpenAlexfundno aff
Zhengqiang Lv, Shixiang Dong, Changwei Li, Qi Xu, Wei Wang, Dongmei Hu

Bibliographic record

VenueChemical Engineering Journal · 2025
Typearticle
Languageen
FieldMaterials Science
TopicPolymer composites and self-healing
Canadian institutionsnot available
FundersYouth Innovation Promotion AssociationYouth Innovation Promotion Association of the Chinese Academy of SciencesNatural Science Foundation of Jiangsu ProvinceCanadian Anesthesiologists' Society
KeywordsElastomerDual (grammatical number)Composite numberDeformation (meteorology)Dynamic mechanical analysis

Abstract

fetched live from OpenAlex

The shear-thickening gel (STG) has emerged as one of the most promising materials in the field of impact resistance due to its strain-rate response characteristics. However, its inability to maintain a fixed geometry under gravitational conditions greatly limits its practical application process. In this study, we present a novel strategy to overcome this limitation by constructing an enhanced non-covalent dual-network elastomer composites (WPSTG) constructed by waterborne polyurethane and STG based on dynamic boron‑oxygen bonds (B O) and hydrogen bonds interaction. WPSTG showed stable physical form and the typical strain rate response characteristics. The dynamic B O bonds and hydrogen bonds synergistically enable WPSTG exceptional mechanical properties with high stretchability (1360 % fracture strain), energy dissipation ability and significantly enhanced crack insensitivity (252 % improvement) under low strain rate. Meanwhile, WPSTG has ultra-high impact strength (735.2 MPa at 7500 s −1 ) which derives from the internal B O bond locking effect. In addition, enhanced dynamic dual-network endowed WPSTG with 92 % self-healing efficiency of the impact resistance strength with 676.4 MPa after healed at 80 °C for 12 h, which has never been reported. It also can effectively protect the balloon from being damaged by the impact of the surgical knife. And a flexible pressure sensor fabricated with WPSTG highlights its potential as next-generation integrated outer skin material of soft electronics.

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 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 score0.110
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.004
GPT teacher head0.244
Teacher spread0.240 · 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.

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

Citations2
Published2025
Admission routes1
Has abstractyes

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