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Record W2324019639 · doi:10.1109/tcpmt.2014.2375635

Thermomechanical Characteristics of Copper Through-Silicon via Structures

2015· article· en· W2324019639 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueIEEE Transactions on Components Packaging and Manufacturing Technology · 2015
Typearticle
Languageen
FieldEngineering
Topic3D IC and TSV technologies
Canadian institutionsUniversity of Saskatchewan
FundersNatural Sciences and Engineering Research Council of CanadaCanada Research ChairsCisco Systems
KeywordsMaterials scienceElectron backscatter diffractionMisorientationCopperWaferFinite element methodThrough-silicon viaResidual stressComposite materialSiliconMetallurgySubstrate (aquarium)OptoelectronicsElectronic engineeringMicrostructureStructural engineering

Abstract

fetched live from OpenAlex

The 3-D integrated circuit technologies with through-silicon via (TSV) structure have been attracting increasing attentions due to enhanced microchip function and performance. However, the high residual stress in the TSV structure caused by a mismatch of thermal expansion between copper and its surrounding substrate is a potential risk for the reliability of the chip performance. In this paper, the characteristics of thermomechanical behavior in a wafer with copper TSVs were studied using electron backscattered diffraction (EBSD) and finite-element modeling. The high-resolution strain distribution maps were obtained using EBSD-based kernel average misorientation method. The results provided direct observation of the local strain in copper TSV, and the microstructural characteristics of copper TSV were also investigated. Finite-element analysis was performed to determine the stress distributions and to account for the strain in TSV observed through EBSD and scanning electron microscopy.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.736
Threshold uncertainty score0.878

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 head0.022
GPT teacher head0.228
Teacher spread0.206 · 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