Schontek Insights

Self-Supervised Layout Generation To Fix Advanced-Node DRVs (Nvidia, Duke)

Researchers from NVIDIA and Duke University published a technical paper titled “SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes.” Abstract “As semiconductor manufacturing advances toward sub-2nm nodes, local place-and-route (P&R) design-rule violation (DRV) fixing is increasingly limited by complex rule interactions, dense multi-layer routing geometries, and foundry-specific constraints. While

August 13, 2026

## Self-Supervised Layout Generation To Fix Advanced-Node DRVs (Nvidia, Duke)

Researchers from NVIDIA and Duke University published a technical paper titled “SCALE: Self-Supervised Constraint-Aware Layout GEneration for Local P&R DRV Fixing at Advanced Nodes.” Abstract “As semiconductor manufacturing advances toward sub-2nm nodes, local place-and-route (P&R) design-rule violation (DRV) fixing is increasingly limited by complex rule interactions, dense multi-layer routing geometries, and foundry-specific constraints. While Large... » read more The post Self-Supervised Layout Generation To Fix Advanced-Node DRVs (Nvidia, Duke) appeared first on Semiconductor Engineering .

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*Source: [SemiconductorEngineering](https://semiengineering.com/self-supervised-layout-generation-to-fix-advanced-node-drvs-nvidia-duke/)*

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