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Record W4408689785 · doi:10.1080/15376494.2025.2471028

Experimental investigation on the low-velocity impact responses of hybrid CFRP–elastomer–metal laminates with various rubber layer positions and impact energies

2025· article· en· W4408689785 on OpenAlex

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.

Bibliographic record

VenueMechanics of Advanced Materials and Structures · 2025
Typearticle
Languageen
FieldEngineering
TopicMechanical Behavior of Composites
Canadian institutionsImpact
FundersNational Natural Science Foundation of China
KeywordsElastomerMaterials scienceComposite materialLayer (electronics)Natural rubberStructural engineeringEngineering

Abstract

fetched live from OpenAlex

Hybrid carbon fiber reinforced plastics (CFRP)–elastomer–metal laminated plates (HyCEML) have drawn much attention for their improved impact resistance and high strength. This study investigates the influence of rubber layer placement strategies and impact energy on the low-velocity impact response of HyCEML. Drop-weight impact tests combined with three-dimensional digital image correlation (3D-DIC) technology analyze the failure modes, energy absorption efficiency, and out-of-plane deformation characteristics of different specimen configurations. For the impact tests on HyCEML with different specimen configurations and energy level of 30 J at room temperature, results indicate that under constant energy condition, the position of the rubber layer significantly affects impact performance. When the rubber layer is concentrated on the impact side, more complex failure mechanisms are induced, leading to the higher energy absorption efficiency of 97.9%. When the rubber layer is placed centrally within the laminate, the formation of plastic hinges effectively absorbs and dissipates impact energy, mitigating crack initiation, and propagation. This configuration exhibits a lower peak force of 3.56 kN, demonstrating superior impact resistance and toughness. In comparison, when the rubber layers are symmetrically distributed on both sides of the laminate, the energy absorption efficiency is reduced to 89.9%, and prominent metal cracking and fiber breakage occur in the impact region, leading to a less effective improvement in impact resistance. Additionally, the study reveals that as the impact energy increases, the impact response of HyCEML with a single configuration exhibits a monotonic trend. These findings provide valuable insights for understanding and predicting the mechanical behavior of HyCEML under varying impact energy levels.

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)0.000
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 score0.003
Threshold uncertainty score0.556

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 head0.008
GPT teacher head0.251
Teacher spread0.243 · 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