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Record W4408597790 · doi:10.1016/j.jsamd.2025.100874

Flexible multilayered ceramics: Engineering strength and resilience

2025· article· en· W4408597790 on OpenAlex
Hamidreza Yazdani Sarvestani, Jay Patel, Ehsan Azad, Behnam Ashrafi

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueJournal of Science Advanced Materials and Devices · 2025
Typearticle
Languageen
FieldEngineering
TopicBone Tissue Engineering Materials
Canadian institutionsNational Research Council Canada
FundersNational Research Council Canada
KeywordsMaterials scienceResilience (materials science)CeramicComposite materialMechanical strengthForensic engineeringEngineering

Abstract

fetched live from OpenAlex

While offering exceptional hardness and durability, traditional ceramics are inherently brittle, limiting their use in applications requiring flexibility and impact resistance. This study investigates the mechanical performance of soft, multilayered ceramics, focusing on how hexagonal tile size, adhesive interlayer thickness, and layer configuration influence flexural compliance, penetration resistance , and energy absorption. Using a precision digital laser manufacturing platform, industrial-grade alumina ceramic sheets were laser-cut into 2.5 mm and 5 mm hexagonal tiles, then laminated with adhesive layers to fabricate soft ceramic beams. Experimental results from 4-point bending and penetration tests reveal that smaller tile sizes and thinner adhesive layers enhance flexural compliance, achieving up to a 35 % improvement in flexibility compared to larger tiles and thicker adhesives. Conversely, larger tiles and thicker adhesives improve penetration resistance by up to 28 %, offering superior protection against localized impacts. Configurations featuring larger tiles and thicker adhesive layers also achieved a 42 % increase in energy absorption, demonstrating their ability to store more energy under localized forces. Failure modes varied across configurations, with smaller tiles predominantly exhibiting tilting failure while larger tiles fractured more uniformly under penetration loading. Compared to traditional ceramic armor and bioinspired nacre-like materials, the developed soft ceramics exhibit significantly higher weight-specific compliance while maintaining competitive penetration resistance and energy absorption. This novel integration of laser-cutting, adhesive bonding , and structural optimization enables the development of lightweight, durable, and flexible ceramics for personal protective equipment , aerospace, and automotive applications .

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.

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 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 score0.027
Threshold uncertainty score0.524

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.005
GPT teacher head0.239
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