A Kriging-bootstrapped ANN metamodel plus PSO is presented for variability-aware PLL optimization, but the reported accuracy and 24x speedup claims are not consistently supported by the paper's own data.
Fast Design Optimization through Simple Kriging Metamodeling: A Sense Amplifier Case Study,
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iVAMS 3.0: Hierarchical-Machine-Learning-Metamodel-Integrated Intelligent Verilog-AMS for Ultra-Fast, Accurate Mixed-Signal Design Optimization
A Kriging-bootstrapped ANN metamodel plus PSO is presented for variability-aware PLL optimization, but the reported accuracy and 24x speedup claims are not consistently supported by the paper's own data.