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Record W3138609293 · doi:10.1109/tcpmt.2021.3065579

A Novel Chip-Join Assembly Using Heterogeneous Sn-Ag Bumps

2021· article· en· W3138609293 on OpenAlex
Abderrahim El Amrani, Etienne Paradis, David Danovitch, Dominique Drouin

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 · 2021
Typearticle
Languageen
FieldEngineering
TopicElectronic Packaging and Soldering Technologies
Canadian institutionsInstitut interdisciplinaire d'innovation technologiqueUniversité de Sherbrooke
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsElectromigrationMaterials scienceSolderingFlip chipElectroplatingThermal copper pillar bumpFabricationLayer (electronics)Diffusion barrierChipOptoelectronicsComposite materialComputer scienceAdhesive

Abstract

fetched live from OpenAlex

In this article, a flip-chip assembly using a heterogeneous solder bump structure is studied. The metallurgical and shape evolution, from bump fabrication through final assembly, is presented, characterized, and discussed. Aiming for lower residual stress during flip-chip assembly, a sequentially plated bump is fabricated to ensure a ductile low Ag content solder proximate to the fragile chip back end of line (BEOL) layers while providing a separate solder portion with a high Ag content. Such a heterogeneous structure is enabled by the integration of a Ni cap barrier within the sequential electroplating process that serves to prevent Ag diffusion between the two distinct solder portions. The heterogeneous structure is shown to remain intact through the chip join operation, thereby proposing improved BEOL integrity during joint solidification. Further, the cap barrier induces a unique, pillar-like solder structure that provides the opportunity to optimize fine pitch assembly processes without the use of a stiff Cu-pillar layer. Finally, the cap barrier is shown to successfully break down using an additional reflow after underfill reinforcement, thus homogenizing the structure into a high-Ag content solder to optimize electromigration resistance.

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 categoriesMeta-epidemiology (narrow)
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 score0.363
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.232
Teacher spread0.209 · 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