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Record W4415785638 · doi:10.1515/pac-2025-0545

Effect of atomic layer deposition and alumina actions of optoelectronic behaviour of polyfluorene OLEDS

2025· article· en· W4415785638 on OpenAlexaff
Gopal Kaliyaperumal, Nagabhooshanam Nagarajan, Sunil Rathore, Ankur Kulshreshta, S Sheela, B. David, Ramya Maranan, Murali Mohan, S. Sathiyamurthy

Bibliographic record

VenuePure and Applied Chemistry · 2025
Typearticle
Languageen
FieldEngineering
TopicOrganic Light-Emitting Diodes Research
Canadian institutionsHorizon College and Seminary
Fundersnot available
KeywordsPolyfluoreneOLEDElectroluminescenceAtomic layer depositionCoatingQuantum efficiencyDiodePhotoluminescence

Abstract

fetched live from OpenAlex

Abstract With unique properties such as enhanced photoluminescence (PL) efficiency, improved thermal stability, and favourable optical properties, polyfluorenes (PFs) are well-suited for organic light-emitting diode (OLED) applications. However, the conventional PF layers are found to have drawbacks, including variation in charge transport, which minimizes the overall PL efficiency due to uneven coating and photo-oxidation. Current research aims to overcome the above difficulties and to synthesize PF reinforced with alumina (Al 2 O 3 ) nanoparticles (3 wt%) along with encapsulation coating via Atomic Layer Deposition (ALD) and investigates the influence of varying encapsulation coating thicknesses (0, 10, 30, and 50 nm) in the enhancement of optoelectronic performances and operational stability. The fabricated devices were characterized using electroluminescence (EL) spectra, external quantum efficiency (EQE), current–voltage (I–V) plots, and encapsulation effectiveness tests. The investigational results indicate that an encapsulation thickness of 30 nm yields the maximum EL intensity, with a peak wavelength of 470 nm and an external quantum efficiency (EQE) of 8.1 %. This configuration exhibited a low turn-on voltage of 3 V. The I–V plot demonstrated a maximum current density of 8.2 mA/cm 2 . The Hall mobility was increased to 1.0 × 10 −4 cm 2 /V.s with the observed carrier concentration of 2.6 × 10 16 cm −3 . The alumina encapsulation significantly improved the durability and stability, with a device lifetime of 312 hours, and reduced the oxygen permeation rate to 5 cm 3 /m 2 /day/atm. The findings highlight the crucial role of optimizing alumina encapsulation thickness in enhancing the functional performance of PF-based OLED devices.

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)0.000
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: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.350

Codex and Gemma teacher scores by category

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)0.0000.000

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 head0.003
GPT teacher head0.232
Teacher spread0.229 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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