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Record W7116858608 · doi:10.1016/j.mtsust.2025.101289

Metal-oxide nanolaminate barrier coatings to enable large-scale manufacturing of sustainable flex packaging

2025· article· en· W7116858608 on OpenAlexfundno aff
Denys Vidish, Soumyadeep Saha, Louis‐Vincent Delumeau, Tristan Grovu, Kevin P. Musselman

Bibliographic record

VenueMaterials Today Sustainability · 2025
Typearticle
Languageen
FieldMaterials Science
TopicPolymer crystallization and properties
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of CanadaMitacs
KeywordsFLEXSustainabilityManufacturing processQuality (philosophy)

Abstract

fetched live from OpenAlex

The world is drowning in single-use-plastic waste. Compostable and recyclable alternatives to single-use flexible packaging exist but do not provide an adequate barrier to water-vapor and oxygen. We address this by using atmospheric-pressure spatial atomic layer deposition to apply Al 2 O 3 -ZnO nanolaminates on compostable polylactic acid (PLA) and recyclable polyethylene terephthalate (PET) films for flexible packaging. This industrially scalable coating is performed at 50 °C, preserving film integrity while enabling nanoscale control. The nanolaminate structure is found to enhance the bending resistance, improve the coating stability, and drastically reduce the water-vapor transmission rate (WVTR) and oxygen transmission rate (OTR). An optimized 8-stack Al 2 O 3 -ZnO nanolaminate that is ∼96 nm thick reduces the WVTR of PLA packaging film from ∼300 g m −2 ·24hr −1 to <0.5 g m −2 ·24hr −1 and its OTR from ∼1000 cm 3 m −2 ·24hr −1 to <10 cm 3 m −2 ·24hr −1 (both measured at 38 o C and 90 % relative humidity), making it ideal for packaging air-sensitive goods. When the 8-stack nanolaminate is laminated between two PET films to form a simple packaging structure and is subjected to the harshest industry-standard Gelbo flex durability testing, it retains a WVTR <2 g m −2 ·24hr −1 . These ultrathin coatings are well-positioned to meet recyclability and compostability standards, enabling a viable path to sustainable flex packaging. • Compostable and recyclable flex packaging provide a poor barrier to water vapor and oxygen. • Al 2 O 3 -ZnO nanolaminate coatings prevent water-vapor and oxygen transmission through PLA and PET. • The coatings are deposited via industry-scalable spatial atomic layer deposition at 50 °C. • A coated and laminated PET film maintains excellent barrier properties after Gelbo flex testing. • The coatings can enable widescale use of compostable and recyclable flex packaging.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
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
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.006
GPT teacher head0.240
Teacher spread0.234 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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