Key Findings
Full fidelity at layout scale
Vinci ingested industry-standard layout files (OASIS/GDS/IPC-2581), resolving layout features smaller than 7 nm in BEOL.
Manufacturing‑scale physics
The study covers a 3D stacked package with ten layers, from nanometer features in BEOL up through the full package.
AI speed with solver-grade accuracy
Vinci-Thermal ran 9,101 simulations with an average of 218 million elements each in 26 hours total runtime (avg 10.29 s ea).
Validation against commercial tools
Full-package thermal predictions were benchmarked against industry-standard commercial solvers, demonstrating very close agreement in hot-spot-to-average temperature ratios and effectively identical temperature-field contours under comparable modeling assumptions.
Accuracy:
<2% Deviation
Runtime:
240x Faster
Complexity:
100+ Million Degrees of Freedom
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