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Marvin Castro Castro

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#machine learning Preprint Aug 2026

Hybrid ML for Lightweight Pre-Route Delay Estimation in Open-Source IC Design

This work presents a hybrid and light-weight machine learning (ML) based approach that combines a decision tree with linear regression to improve pre-routing delay estimations generated by the open-source RTL-to-GDSII tool OpenLane.

Marvin Castro Castro, Erick Carvajal Barboza · 0 citations