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SwiftCTS: Fast Cross-Design Prediction and Pareto Optimization of Clock Tree Metrics via Few-Shot Calibration

arXiv cs.LG · 2026-06-11 Cached

SwiftCTS is a physics-informed surrogate framework that uses gradient-boosted ensembles and few-shot calibration to rapidly predict and Pareto-optimize clock tree metrics (power, wirelength, timing skew) across unseen designs, achieving high accuracy with minimal training data.

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