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Record W4408126184 · doi:10.1016/j.carbon.2025.120180

Flexible rubber-based nanocomposite with superior electromagnetic interference shielding and joule heating

2025· article· en· W4408126184 on OpenAlexafffund
Ali Dehghani, Pradeep Sambyal, Mohammad Arjmand

Bibliographic record

VenueCarbon · 2025
Typearticle
Languageen
FieldMaterials Science
TopicElectromagnetic wave absorption materials
Canadian institutionsUniversity of British Columbia, Okanagan CampusUniversity of British Columbia
FundersNatural Sciences and Engineering Research Council of CanadaCanada Research Chairs
KeywordsElectromagnetic shieldingJoule heatingMaterials scienceNanocompositeComposite materialElectromagnetic interferenceNatural rubberInterference (communication)Electric heatingElectrical engineeringEngineering

Abstract

fetched live from OpenAlex

Flexible multifunctional electromagnetic interference (EMI) shields that integrate effective electromagnetic wave (EMW) absorption, and efficient Joule heating are highly sought after for advanced electronic applications. In this study, we developed a robust, flexible, and multifunctional multi-layered gradient system using a two-step fabrication process, which includes compound solution mixing followed by hot press molding. The system consists of alternating magnetic layers (carbonized metal-organic framework (CMOF)/styrene butadiene rubber (SBR)) and conductive layers (carbon nanotube (CNT)/SBR). The resulting CNT-reinforced gradient nanocomposite exhibits impressive mechanical properties, with an elongation at break reaching up to 120% and ultimate stress up to 13 MPa. Leveraging an absorption-reflection-reabsorption mechanism, the multi-layered gradient nanocomposite achieved an absorption rate of up to 57% and an EMI shielding effectiveness (EMI SE) of 50 dB at a thickness of just 1 mm. Notably, the flexible structure maintains its performance after 500 cycles of bending and twisting, with only minimal reduction in EMI SE, retaining values of 47 dB and 46 dB, respectively. Furthermore, the composite demonstrates efficient electro-thermal conversion, achieving a steady-state temperature of 152 °C under a driving voltage of 10V. In short, this study presents an innovative approach to designing absorption-dominant, high-performance EMI shielding structures that combine mechanical robustness, and Joule heating capabilities, positioning it as a promising candidate for next-generation advanced electronic devices and energy conversion systems. • Fabricated flexible multifunctional EMI shields with a layered gradient design. • Achieved 57% EMW absorption and 50 dB EMI shielding at a thickness of 1 mm. • Gradient nanocomposite exhibited 120% elongation and tensile strength of 13 MPa. • Retained EMI shielding performance (46-47 dB) after 500 bending and twisting cycles. • Demonstrated efficient Joule heating, reaching 152°C under a 10V applied voltage.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation 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: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.002

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.232
Teacher spread0.224 · 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 source (direct Gemma or distilled Codex), 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

Citations26
Published2025
Admission routes2
Has abstractyes

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