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Record W4415490735 · doi:10.1016/j.nimb.2025.165901

Nanosecond laser processing of common industrial polymers: surface characterization and morphological changes

2025· article· en· W4415490735 on OpenAlexaff
Sajida Nawaz, S. Shahzadi, Jalees Ul Hassan, Hong Zhao, Rehana Sharif, Dayan Ban

Bibliographic record

VenueNuclear Instruments and Methods in Physics Research Section B Beam Interactions with Materials and Atoms · 2025
Typearticle
Languageen
FieldEngineering
TopicLaser Material Processing Techniques
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsScanning electron microscopeLaserFourier transform infrared spectroscopyInfraredPolyethylene terephthalateSpectroscopyLaser-induced breakdown spectroscopyInfrared microscopy

Abstract

fetched live from OpenAlex

• Nd: YAG laser irradiation (λ ≈ 1064 nm) was systematically studied on five industrial polymers: PS, PVC, PMMA, PET, and PP. • Distinct surface features such as craters, ripple, debris, and heat-affected zone (HAZ) were observed by optical and SEM analysis. • Laser exposure induced chemical modifications and new functional groups, enhancing optical absorption and infrared transmission. • A significant reduction in optical band gap and a polynomial relation between crater depth, HAZ, and thermal conductivity were established. • Controlled surface structuring shows potential of Nd: YAG laser processing for optoelectronic and microelectronic device fabrication. The impact of Nd: YAG laser irradiation, with a wavelength of ∼1064 nm under ambient air conditions, was systematically investigated on five widely used industrial polymers: polystyrene (PS), polyvinyl chloride (PVC), polymethyl methacrylate (PMMA), polyethylene terephthalate (PET), and polypropylene (PP). The objective is to induce optical, structural, and morphological changes that could enhance the polymer’s suitability for applications in photoelectronic and microelectronics. Characterization using optical microscopy, scanning electron microscopy (SEM), attenuated total reflectance fourier transform infrared spectroscopy (ATR-FTIR), and UV–VIS spectroscopy revealed substantial surface modifications, including crater formation, hydrodynamic sputtering, ripple patterns, debris deposition, and heat-affected zones (HAZ). Specifically, PS, PVC, and PET exhibited enhanced morphology and optical absorption, attributed to laser-induced defects and the generation of novel functional groups inside the polymer matrix. Laser treatment also modified the chemical structure of the polymers, increasing infrared transmission and significantly reducing the optical band gap. A polynomial relationship was identified between crater depth, the extent of the heat-affected zone, and the thermal conductivity of these polymers. This finding demonstrates the effective use of Nd:YAG lasers for precise and selective material removal, enabling the creation of intricate surface patterns. Such control over surface structuring is particularly valuable for advanced applications in the fabrication of optoelectronic and microelectronic 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 score0.127
Threshold uncertainty score0.439

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 head0.054
GPT teacher head0.380
Teacher spread0.326 · 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

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

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