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Record W4416877920 · doi:10.37665/smcfwef25453

Sac and SnPb Solder Joint Thermal Stress and Strain Characterization for Resistor Packages

2004· article· W4416877920 on OpenAlex
Ming Zhou, Hua Lu

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

VenueSMTA International · 2004
Typearticle
Language
FieldEngineering
TopicElectronic Packaging and Soldering Technologies
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsSolderingJoint (building)CreepStress (linguistics)Strain (injury)Stress relaxationEutectic systemResistorDeformation (meteorology)

Abstract

fetched live from OpenAlex

ABSTRACT Two similar resistor packages, one with SAC alloy (Sn95.5Ag3.8Cu0.7) joints and the other with eutectic tinlead joints, are tested under similar thermal profiles. The total strains in the joints are measured against temperature variation by applying Digital Speckle Correlation (DSC) technique. With the measurements obtained in an area of about 20 by 30 μm near the corner of solder fillet, the average strain is calculated in each case. Time, temperature, and stress dependent deformation of the interconnect materials are analyzed based on the materials' constitutive laws. A strain partitioning method is devised to separate the elastic, plastic and creep components and to solve for the shear stress. The results revealed similar stress and strain characterizations and trend of variation with temperature for both solder joints. Creep is the dominant constituent in the total strain. Stress relaxation begins before dwelling starts and continues through the rest of the testing. The study also shows that SAC alloy solder joint experiences higher stress, strain and strain rate as compared with tin-lead one. The stress-strain curves plotted for both joints also show higher strain energy absorption in SAC solder joint than in tin-lead one.

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.615
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
Bibliometrics0.0000.000
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 head0.014
GPT teacher head0.225
Teacher spread0.211 · 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