24192deterministic rowsUNKNOWNInspect metric contract
4evidence familiesUNKNOWNInspect metric contract
0physical operating valuesUNKNOWNInspect metric contract
SIMULATION / SA-INT-PACKAGING-TEST-048
Packaging and test evidence atlas
Trace bonding, singulation, probe, and panel evidence before qualification or disposition.
Move across bonding and interfaces, thinning and dicing, wafer probe and test, and fan-out or panel packaging using one bounded review surface. Every family keeps its own controls, normalized proxies, exact ledgers, source spine, role gates, traceability boundary, and accountable replacement-evidence questions.
EXPLORE
Start with the observable.
Use this page when the simulation is the primary artifact. The linked lesson explains the concept; the linked lab keeps the visual replay surface available.
- Select bonding and interfaces, thinning and dicing, probe and test, or panel packaging before loading row data; the first view exposes only bounded metadata, row counts, source posture, rights boundary, and export contracts.
- Hold family-specific categorical controls fixed, then compare eight ordered evidence states without treating the state index as time, sequence, process progression, cycle count, retest count, panel position, or equipment history.
- Keep bonding interface ownership separate from singulation damage and contamination, keep both separate from probe measurement and false-fail evidence, and keep panel placement, warpage, RDL, molding, and plating evidence independently reviewable.
- Compare six selected normalized teaching proxies and three exact integer ledgers inside each family while retaining packet-specific engineering, metrology, test, reliability, traceability, and handoff gates.
- Use source spines and replacement slots to plan owned material and equipment identity, genealogy, measurements, calibration, uncertainty, mapping, coverage, reliability, qualification, acceptance governance, and human review before any action.
BROWSER PACKAGING + TEST + RELIABILITY EVIDENCE ATLAS
Choose the evidence family before loading the validated rows.
Compact metadata is present at first paint. The browser fetches one validated gzip CSV transport only after this explicit selection, verifies the restored canonical bytes, and discards them when the family changes.
selected packet
Bonding integration and interface evidence
Which bonding family, alignment, surface and interface preparation, force and temperature evidence, void and warpage review, electrical reliability, and downstream thinning handoff remains unowned?
- Rows
- 6,912
- Physical states
- 3,456
- Sources
- 18 open / 2 gated
- Browser transfer
- One gzip CSV on request
0.48 MB gzip / 13.1 MB verified raw / row JSON remains private
No row data has been loaded.
Review the selected packet and evidence boundary, then load exactly one validated family gzip CSV. The browser verifies restored canonical bytes; changing families discards loaded rows, and raw CSV plus row-bearing JSON remain outside the website.
RUN CARD
Conditions before conclusions.
The browser filters one validated canonical CSV selected by the user after decompressing and verifying it. It does not solve bonding, singulation, contact, tester, thermal, panel, RDL, molding, plating, reliability, or yield physics; transfer source numbers; import measurements; recommend settings or limits; operate equipment or ATE; accept, qualify, bin, dispose, or release anything.
Primary knobs
- evidence family: bonding and interface, thinning and dicing, probe and test, or panel packaging
- family-specific categorical interface, damage, contact, thermal, mapping, warpage, lithography, molding, plating, and evidence axes
- eight ordered non-time teaching states
- packet-specific process, equipment, metrology, test, product, or reliability gate
- teaching assumption or accountable replacement slot
Saved outputs
- six family-specific normalized readiness or burden proxies
- family-specific regime, evidence-traceability, role, and handoff gates
- three exact integer teaching ledgers per family
- compact manifest, metric contract, model card, source spine, and explicitly loaded deterministic gzip CSV transport
EXPORT
Download the public artifacts.
These exports are the supported public files for review. PDK files and restricted third-party material are not redistributed.
Bonding / interface gzip CSV
/data/bonding-integration-state-v1.csv.gzip
Open file ->Bonding / interface compact manifest
/data/bonding-integration-state-public-manifest-v1.json
Open file ->Thin / dice gzip CSV
/data/thinning-dicing-state-v1.csv.gzip
Open file ->Thin / dice compact manifest
/data/thinning-dicing-state-public-manifest-v1.json
Open file ->Probe / test gzip CSV
/data/probe-test-state-v1.csv.gzip
Open file ->Probe / test compact manifest
/data/probe-test-state-public-manifest-v1.json
Open file ->Panel / RDL gzip CSV
/data/panel-packaging-state-v1.csv.gzip
Open file ->Panel / RDL compact manifest
/data/panel-packaging-state-public-manifest-v1.json
Open file ->METHODS
How the number was made.
Methods are written for citation discipline: the extraction rule matters as much as the plotted value.
Bonding and interface contributes 6,912 rows over 3,456 physical configurations; thinning and dicing, probe and test, and panel packaging contribute 5,760 rows over 2,880 physical configurations each, for 24,192 deterministic rows and 12,096 evidence pairs.
Keep this method attached when reusing the figure or metric.
Each family keeps its own categorical controls, normalized equations, eight-state regime map, actual role gates, replacement-evidence bridge, and three exact integer teaching ledgers.
Keep this method attached when reusing the figure or metric.
Independent no-import verifiers passed 16/16 for every family, source-scope locks passed 37/37 for every family, and deterministic replay parity was exact for all sixteen regenerated packet artifacts.
Keep this method attached when reusing the figure or metric.
Eighty link-only official or primary-source metadata anchors and sixty-four bounded claim nodes define terminology, rights, evidence ownership, applicability, traceability, and replacement questions without supplying generated numbers.
Keep this method attached when reusing the figure or metric.
The transport contract publishes four deterministic gzip CSV transports plus sixteen compact-manifest, metric-contract, model-card, and source-spine artifacts while retaining raw canonical CSV and four row-bearing JSON artifacts with canonical evidence only.
Keep this method attached when reusing the figure or metric.
LIMITS
What this page does not claim.
The MVP is useful because the limits are visible. These statements prevent a teaching simulation from being cited as silicon evidence.
All states, regimes, proxies, gates, and priority cues are original categorical or dimensionless teaching constructs, not bonding, thinning, dicing, probe, tester, RDL, molding, plating, reliability, qualification, yield, or production measurements.
Carry this boundary into any derivative note, paper draft, or slide.
The twelve exact integer ledgers establish deterministic bookkeeping consistency only. They do not establish causality, calibration, measurement-system adequacy, coverage, reliability, yield, qualification, disposition, safety, or production fitness.
Carry this boundary into any derivative note, paper draft, or slide.
No source body, source number, equation, coefficient, material property, process condition, equipment or tester setting, measurement, result, specification, threshold, limit, recipe, code, image, table, or named-tool output enters the generated data.
Carry this boundary into any derivative note, paper draft, or slide.
The browser loads one selected-family deterministic gzip CSV only after explicit user action and verifies the restored canonical bytes. It cannot operate equipment or ATE, recommend settings or limits, accept material, qualify a process, bin or dispose a unit, release production, or publish automatically.
Carry this boundary into any derivative note, paper draft, or slide.
EVIDENCE
Trace the claim back to artifacts.
The evidence route remains the catalog-level browser; this page is the simulation-level reading card.
Input audit passed 69/69 across four packet-complete families, 24,192 rows, 12,096 physical configurations, 80 sources, 64 claim nodes, and twenty bounded candidate public assets.
SA-INT-PACKAGING-TEST-048
All four independent packet verifiers passed 16/16 and all four source-scope locks passed 37/37; the final preintegration verifier passed thirteen hashes and twelve semantic gates.
SA-INT-PACKAGING-TEST-048
Source reachability closed at 75 reachable and five access-gated records, with zero recorded hard or network failures in the packet audits.
SA-INT-PACKAGING-TEST-048
The browser excludes 219,573,786 bytes of row-bearing JSON and 47,362,053 raw CSV bytes, then fetches one selected-family gzip transport only after explicit action; no all-family CSV preload is permitted.
SA-INT-PACKAGING-TEST-048
Every family public manifest is compact and row-free, every gzip transport restores to the exact canonical byte count and SHA-256, every other copied public artifact matches its canonical SHA-256, and all raw CSV and private row JSON names remain absent from public data.
SA-INT-PACKAGING-TEST-048
Source spine
These links anchor the public teaching model. They do not convert the replay into a qualified process recipe or signoff result.
Bonding / interface / SEMI 3D2 - Glass Carrier Wafers for 3DS-IC ApplicationsCategory-level provenance for temporary-bond carrier-wafer scope and applicability. Rights: link-only.Bonding / interface / SEMI 3D4 - Metrology for Bonded Wafer Stack Thickness, TTV, Bow, Warp, Sori, and FlatnessCategory-level provenance for bonded-stack geometry and metrology categories. Rights: link-only.Thin / dice / SEMI 3D4 - Bonded Wafer Stack Thickness, TTV, Bow, Warp, Sori, and FlatnessCategory-level provenance for temporary support, thinned-stack thickness, TTV, bow, warp, sori, and flatness evidence. Rights: link-only.Thin / dice / SEMI MF533 - Thickness and Thickness Variation of Silicon WafersCategory-level provenance for thickness and thickness-variation measurement ownership. Rights: link-only.Probe / test / SEMI G78 - Test Method for Comparing Automated Wafer Probe Systems Utilizing Process-Specific MeasurementsCategory-level provenance for automated wafer-prober accuracy, repeatability, and throughput comparison; the official page identifies this revision as superseded. Rights: link-only.Probe / test / SEMI E89 - Guide for Measurement System Analysis (MSA)Category-level provenance for measurement-system repeatability, reproducibility, load-unload, time, bias, stability, and matching-tolerance review; the official page identifies this guide as inactive. Rights: link-only.Panel / RDL / SEMI 3D20 - Specification for Panel Characteristics for Panel Level Packaging ApplicationsCategory-level provenance for panel characteristics and equipment-set interoperability context. Rights: link-only.Panel / RDL / SEMI E181 - Specification for Panel FOUP for Panel Level PackagingCategory-level provenance for panel transport, storage, support, and restraint context. Rights: link-only.
Public execution boundary
No server-side live ngspice execution, uploads, accounts, payments, comments, newsletter signup, or job/event submissions are active on this page.